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Farrow L, Glass C, Morton PA, McRoberts WC, Floyd S, Burgess D, Jordan P, Cassidy R. Charting water quality improvements and practice reversion with pesticide interventions at catchment scale. THE SCIENCE OF THE TOTAL ENVIRONMENT 2025; 960:178243. [PMID: 39778447 DOI: 10.1016/j.scitotenv.2024.178243] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/20/2024] [Revised: 12/20/2024] [Accepted: 12/20/2024] [Indexed: 01/11/2025]
Abstract
Freshwater quality, and the impacts of farming practice on drinking water supplies, are of concern in many countries and time-limited catchment management interventions are commonly used to improve water quality. However, ending such schemes may result in practice reversion. This study adopts an interdisciplinary approach combining evidence from water quality monitoring data with a behavioural study of farmers to explore changes in land use practice with reference to the pesticide MCPA (2-methyl-4-chlorophenoxyacetic acid) following a catchment-based management scheme delivered in the cross-border Derg catchment in Northern Ireland/Ireland between 2018 and 2021. Analysis of over 10,000 water samples demonstrated that, compared to the Finn (Control), the scheme achieved a 15.2 % and a 5.5 % reduction in the frequency with which MCPA concentrations in the Derg (Treatment) exceeded the total (0.5 μg L-1) and individual (0.1 μg L-1) EU Drinking Water Directive limits for treated drinking water respectively. The post-intervention flow-weighted mean concentration (FWMC) of MCPA for Peak usage season (April-October) was 19 % lower than pre-intervention in the Derg when compared to the Finn, although the during-intervention Peak season FWMC was lower in the Derg than post-intervention, suggesting practice reversion. The farmer survey and workshops provided further evidence of changes in pesticide usage, but also subsequent practice reversion due to a strong status quo bias for MCPA and other, mainly financial, barriers inhibiting a shift to the alternative pesticide, glyphosate. This study concludes that catchment approaches can be successful, but sustained investment in catchment measures is essential to effect meaningful long-term behavioural change.
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Affiliation(s)
- Luke Farrow
- Agri-Environment Branch, Agri-Food and Bioscience Institute (AFBI), Belfast, UK.
| | - Catherine Glass
- Economics Research Branch, Agri-Food and Bioscience Institute (AFBI), Belfast, UK
| | - Phoebe Alice Morton
- Agri-Environment Branch, Agri-Food and Bioscience Institute (AFBI), Belfast, UK
| | - W Colin McRoberts
- Agri-Environment Branch, Agri-Food and Bioscience Institute (AFBI), Belfast, UK
| | - Stewart Floyd
- Agri-Environment Branch, Agri-Food and Bioscience Institute (AFBI), Belfast, UK
| | - Diane Burgess
- Economics Research Branch, Agri-Food and Bioscience Institute (AFBI), Belfast, UK
| | - Philip Jordan
- School of Geography and Environmental Sciences, Ulster University, Coleraine, UK
| | - Rachel Cassidy
- Agri-Environment Branch, Agri-Food and Bioscience Institute (AFBI), Belfast, UK
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2
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Li X, Liang G, Wang L, Yang Y, Li Y, Li Z, He B, Wang G. Identifying the spatial pattern and driving factors of nitrate in groundwater using a novel framework of interpretable stacking ensemble learning. ENVIRONMENTAL GEOCHEMISTRY AND HEALTH 2024; 46:482. [PMID: 39470928 PMCID: PMC11522174 DOI: 10.1007/s10653-024-02201-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Accepted: 08/27/2024] [Indexed: 11/01/2024]
Abstract
Groundwater nitrate contamination poses a potential threat to human health and environmental safety globally. This study proposes an interpretable stacking ensemble learning (SEL) framework for enhancing and interpreting groundwater nitrate spatial predictions by integrating the two-level heterogeneous SEL model and SHapley Additive exPlanations (SHAP). In the SEL model, five commonly used machine learning models were utilized as base models (gradient boosting decision tree, extreme gradient boosting, random forest, extremely randomized trees, and k-nearest neighbor), whose outputs were taken as input data for the meta-model. When applied to the agricultural intensive area, the Eden Valley in the UK, the SEL model outperformed the individual models in predictive performance and generalization ability. It reveals a mean groundwater nitrate level of 2.22 mg/L-N, with 2.46% of sandstone aquifers exceeding the drinking standard of 11.3 mg/L-N. Alarmingly, 8.74% of areas with high groundwater nitrate remain outside the designated nitrate vulnerable zones. Moreover, SHAP identified that transmissivity, baseflow index, hydraulic conductivity, the percentage of arable land, and the C:N ratio in the soil were the top five key driving factors of groundwater nitrate. With nitrate threatening groundwater globally, this study presents a high-accuracy, interpretable, and flexible modeling framework that enhances our understanding of the mechanisms behind groundwater nitrate contamination. It implies that the interpretable SEL framework has great promise for providing valuable evidence for environmental management, water resource protection, and sustainable development, particularly in the data-scarce area.
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Affiliation(s)
- Xuan Li
- School of Hydraulic Engineering, Dalian University of Technology, Dalian, 116024, China
- British Geological Survey, Keyworth, Nottingham, NG12 5GG, UK
| | - Guohua Liang
- School of Hydraulic Engineering, Dalian University of Technology, Dalian, 116024, China
| | - Lei Wang
- British Geological Survey, Keyworth, Nottingham, NG12 5GG, UK.
| | - Yuesuo Yang
- Key Laboratory of Groundwater Resources and Environment, Ministry of Education, Jilin University, Changchun, 130021, China
| | - Yuanyin Li
- British Geological Survey, Keyworth, Nottingham, NG12 5GG, UK
- Department of Geography, Durham University, Durham, DH1 3LE, UK
| | - Zhongguo Li
- Liaoning Water Affairs Service Center, Shenyang, 110003, China
| | - Bin He
- School of Hydraulic Engineering, Dalian University of Technology, Dalian, 116024, China
| | - Guoli Wang
- School of Hydraulic Engineering, Dalian University of Technology, Dalian, 116024, China
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3
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Guo Y, Zhao H, Winiwarter W, Chang J, Wang X, Zhou M, Havlik P, Leclere D, Pan D, Kanter D, Zhang L. Aspirational nitrogen interventions accelerate air pollution abatement and ecosystem protection. SCIENCE ADVANCES 2024; 10:eado0112. [PMID: 39151000 PMCID: PMC11328902 DOI: 10.1126/sciadv.ado0112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Accepted: 07/11/2024] [Indexed: 08/18/2024]
Abstract
Although reactive nitrogen (Nr) emissions from food and energy production contribute to multi-dimensional environmental damages, integrated management of Nr is still lacking owing to unclear future mitigation potentials and benefits. Here, we find that by 2050, high-ambition compared to low-ambition N interventions reduce global ammonia and nitrogen oxide emissions by 21 and 22 TgN/a, respectively, equivalent to 40 and 52% of their 2015 levels. This would mitigate population-weighted PM2.5 by 6 g/m3 and avoid premature deaths by 817 k (16%), mitigate ozone by 4 ppbv, avoid premature deaths by 252k (34%) and crop yield losses by 122 million tons (4.3%), and decrease terrestrial ecosystem areas exceeding critical load by 420 Mha (69%). Without nitrogen interventions, most environmental damages examined will deteriorate between 2015 and 2050; Africa and Asia are the most vulnerable but also benefit the most from interventions. Nitrogen interventions support sustainable development goals related to air, health, and ecosystems.
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Affiliation(s)
- Yixin Guo
- Laboratory for Climate and Ocean–Atmosphere Studies, Department of Atmospheric and Oceanic Sciences, School of Physics, Peking University, Beijing 100871, China
- Institute of Carbon Neutrality, Peking University, Beijing 100871, China
- Earth, Ocean and Atmospheric Sciences (EOAS) Thrust, Function Hub, Hong Kong University of Science & Technology (Guangzhou), Guangzhou 511442, China
| | - Hao Zhao
- College of Environmental and Resource Sciences, Zhejiang University, Hangzhou, China
- International Institute for Applied Systems Analysis (IIASA), Laxenburg, Austria
| | - Wilfried Winiwarter
- International Institute for Applied Systems Analysis (IIASA), Laxenburg, Austria
- Institute of Environmental Engineering, University of Zielona Góra, Zielona Góra, Poland
| | - Jinfeng Chang
- College of Environmental and Resource Sciences, Zhejiang University, Hangzhou, China
- International Institute for Applied Systems Analysis (IIASA), Laxenburg, Austria
| | - Xiaolin Wang
- Laboratory for Climate and Ocean–Atmosphere Studies, Department of Atmospheric and Oceanic Sciences, School of Physics, Peking University, Beijing 100871, China
| | - Mi Zhou
- Princeton School of International and Public Affairs, Princeton University, Princeton, NJ 08540, USA
| | - Petr Havlik
- International Institute for Applied Systems Analysis (IIASA), Laxenburg, Austria
| | - David Leclere
- International Institute for Applied Systems Analysis (IIASA), Laxenburg, Austria
| | - Da Pan
- Department of Atmospheric Science, Colorado State University, Fort Collins, CO 80523, USA
| | - David Kanter
- Department of Environmental Studies, New York University, New York, NY 10003, USA
| | - Lin Zhang
- Laboratory for Climate and Ocean–Atmosphere Studies, Department of Atmospheric and Oceanic Sciences, School of Physics, Peking University, Beijing 100871, China
- Institute of Carbon Neutrality, Peking University, Beijing 100871, China
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4
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Nguyen GT, Iftekhar MS, Ratnasiri S, Roiko A, Beal CD. Supply, demand and the economic effectiveness of urine-diverting technologies and products: A systematic literature review. WATER RESEARCH 2024; 255:121478. [PMID: 38522400 DOI: 10.1016/j.watres.2024.121478] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Revised: 03/12/2024] [Accepted: 03/14/2024] [Indexed: 03/26/2024]
Abstract
The broader adoption of urine-diverting technologies (UDTs) and related products has been proposed as a strategy for moving towards a more circular economy. While some studies have explored the performance of UDTs, the interconnected factors involving supply, demand, and economic feasibility of UDTs remain under-researched. Our systematic review addresses this gap. Our search identified only 64 relevant, peer-reviewed studies, 71 % of which addressed the supply side (primarily the technical aspect of UDTs) and 58 % of which addressed the demand side (focusing on consumers' perceptions). Approximately one-third (18) of these studies delved into the economic feasibility of UDTs, with only 9 employing a cost benefit analysis (CBA) framework. However, none of these studies have analysed the economic performance of UDTs that have been fully deployed, indicating a significant knowledge gap. Our review suggests that overcoming challenges in scaling up UDTs can be achieved by engaging those stakeholders driving the uptake, developing business cases that offer an overall understanding of both market and non-market benefits of UDTs, addressing technological constraints by optimising urine treatment options for efficiency and economic viability, and enhancing stakeholders' acceptance of UDTs.
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Affiliation(s)
- Gam T Nguyen
- Griffith Business School, Griffith University, 170 Kessels Road, Nathan, QLD 4111, Australia; Cities Research Institute, Griffith University, 170 Kessels Road, Nathan, QLD 4111, Australia.
| | - Md Sayed Iftekhar
- Griffith Business School, Griffith University, 170 Kessels Road, Nathan, QLD 4111, Australia; Cities Research Institute, Griffith University, 170 Kessels Road, Nathan, QLD 4111, Australia.
| | - Shyama Ratnasiri
- Griffith Business School, Griffith University, 170 Kessels Road, Nathan, QLD 4111, Australia.
| | - Anne Roiko
- School of Pharmacy and Medical Sciences (Environmental Health), Griffith University, Parklands Drive, Southport Gold Coast Campus, QLD 4222, Australia; Cities Research Institute, Griffith University, 170 Kessels Road, Nathan, QLD 4111, Australia.
| | - Cara D Beal
- Cities Research Institute, Griffith University, 170 Kessels Road, Nathan, QLD 4111, Australia.
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5
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Serra J, Marques-Dos-Santos C, Marinheiro J, Cruz S, Cameira MR, de Vries W, Dalgaard T, Hutchings NJ, Graversgaard M, Giannini-Kurina F, Lassaletta L, Sanz-Cobeña A, Quemada M, Aguilera E, Medinets S, Einarsson R, Garnier J. Assessing nitrate groundwater hotspots in Europe reveals an inadequate designation of Nitrate Vulnerable Zones. CHEMOSPHERE 2024; 355:141830. [PMID: 38552801 DOI: 10.1016/j.chemosphere.2024.141830] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/03/2024] [Revised: 03/07/2024] [Accepted: 03/26/2024] [Indexed: 04/02/2024]
Abstract
Monitoring networks show that the European Union Nitrates Directive (ND) has had mixed success in reducing nitrate concentrations in groundwater. By combining machine learning and monitored nitrate concentrations (1992-2019), we estimate the total area of nitrate hotspots in Europe to be 401,000 km2, with 47% occurring outside of Nitrate Vulnerable Zones (NVZs). We also found contrasting increasing or decreasing trends, varying per country and time periods. We estimate that only 5% of the 122,000 km2 of hotspots in 2019 will meet nitrate quality standards by 2040 and that these may be offset by the appearance of new hotspots. Our results reveal that the effectiveness of the ND is limited by both time-lags between the implementation of good practices and pollution reduction and an inadequate designation of NVZs. Substantial improvements in the designation and regulation of NVZs are necessary, as well as in the quality of monitoring stations in terms of spatial density and information available concerning sampling depth, if the objectives of EU legislation to protect groundwater are to be achieved.
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Affiliation(s)
- J Serra
- Forest Research Centre CEF, Associate Laboratory TERRA, Instituto Superior de Agronomía, Universidade de Lisboa, 1349-017, Lisbon, Portugal.
| | - C Marques-Dos-Santos
- Forest Research Centre CEF, Associate Laboratory TERRA, Instituto Superior de Agronomía, Universidade de Lisboa, 1349-017, Lisbon, Portugal
| | - J Marinheiro
- Forest Research Centre CEF, Associate Laboratory TERRA, Instituto Superior de Agronomía, Universidade de Lisboa, 1349-017, Lisbon, Portugal
| | - S Cruz
- Forest Research Centre CEF, Associate Laboratory TERRA, Instituto Superior de Agronomía, Universidade de Lisboa, 1349-017, Lisbon, Portugal
| | - M R Cameira
- LEAF-Linking Landscape, Environment, Agriculture and Food-Research Center, Associated Laboratory TERRA, Instituto Superior de Agronomia, Universidade de Lisboa, Tapada da Ajuda, 1349-017, Lisbon, Portugal
| | - W de Vries
- Environmental Systems Analysis Group, Wageningen University and Research, Wageningen, the Netherlands
| | - T Dalgaard
- Department of Agroecology, Aarhus University, Blichers Allé 20, DK-8830, Tjele, Denmark
| | - N J Hutchings
- Department of Agroecology, Aarhus University, Blichers Allé 20, DK-8830, Tjele, Denmark
| | - M Graversgaard
- Department of Agroecology, Aarhus University, Blichers Allé 20, DK-8830, Tjele, Denmark
| | - F Giannini-Kurina
- Department of Agroecology, Aarhus University, Blichers Allé 20, DK-8830, Tjele, Denmark
| | - L Lassaletta
- CEIGRAM/ETSIAAB, Universidad Politécnica de Madrid, 28040, Madrid, Spain
| | - A Sanz-Cobeña
- CEIGRAM/ETSIAAB, Universidad Politécnica de Madrid, 28040, Madrid, Spain
| | - M Quemada
- CEIGRAM/ETSIAAB, Universidad Politécnica de Madrid, 28040, Madrid, Spain
| | - E Aguilera
- CEIGRAM/ETSIAAB, Universidad Politécnica de Madrid, 28040, Madrid, Spain
| | - S Medinets
- Odesa National I. I. Mechnikov University, 7 Mayakovskogo lane, 65082, Odesa, Ukraine; UK Centre for Ecology & Hydrology (Edinburgh), Bush Estate, EH26 0QB, Penicuik, UK
| | - R Einarsson
- Department of Energy and Technology, Swedish University of Agricultural Sciences, Uppsala, Sweden
| | - J Garnier
- SU CNRS EPHE, UMR Metis, 7619, Paris, France
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6
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Středová H, Fukalová P, Chuchma F, Haberle J, Středa T. Nitrates directive restriction: To change or not to change in terms of climate change, that is the question. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 917:170381. [PMID: 38280592 DOI: 10.1016/j.scitotenv.2024.170381] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Revised: 01/14/2024] [Accepted: 01/21/2024] [Indexed: 01/29/2024]
Abstract
The positive effect of nitrogen fertilization in agriculture inevitably increases residual nitrogen losses. Water pollution led to legal restrictions of some farm practices within the framework of the Nitrates Directive of the EU. Nevertheless, even several decades later, the situation has not improved significantly. We present a possible science-based explanation of such a state and provide it to farmers and government as a support for environmental management settings. This study aimed to compare an established approach to implementing the Nitrates Directive, specifically the climate-based zoning of nitrogen fertilization restrictions using data from the mid-20th century. We evaluated this approach by juxtaposing the initial climate data with more recent data spanning from 1991 to 2020. Subsequently, we examined this zoning framework from the perspective of the non-vegetative period, characterized by temperatures below 5 °C, which is widely acknowledged as a critical threshold for nitrogen intake by plants. We found out that i) the employed climate-born zoning does not correspond to recent climate data; ii) nonvegetation period is longer than nitrogen fertilization restrictions. Therefore, despite a noteworthy 22 day reduction in the nonvegetation period from 1961/1962 to 2019/2020, we cast doubt on the notion that the period limiting nitrogen fertilizer application should also be shortened, while admitting that there are other abiotic and biotic factors affecting nitrogen behaviour within the ecosystem.
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Affiliation(s)
- Hana Středová
- Faculty of AgriSciences, Mendel University in Brno, Zemědělská 1, 613 00 Brno, Czech Republic
| | - Petra Fukalová
- Faculty of AgriSciences, Mendel University in Brno, Zemědělská 1, 613 00 Brno, Czech Republic
| | - Filip Chuchma
- Czech Hydrometerological Institute, Kroftova 43, 616 67 Brno, Czech Republic
| | - Jan Haberle
- Crop Research Institute, Drnovská 507/73, 161 06 Praha 6, Ruzyně, Czech Republic
| | - Tomáš Středa
- Faculty of AgriSciences, Mendel University in Brno, Zemědělská 1, 613 00 Brno, Czech Republic.
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7
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Billen G, Aguilera E, Einarsson R, Garnier J, Gingrich S, Grizzetti B, Lassaletta L, Le Noë J, Sanz-Cobena A. Beyond the Farm to Fork Strategy: Methodology for designing a European agro-ecological future. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 908:168160. [PMID: 37923272 DOI: 10.1016/j.scitotenv.2023.168160] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Revised: 09/25/2023] [Accepted: 10/25/2023] [Indexed: 11/07/2023]
Abstract
The publication of the European Commission's Farm to Fork Strategy has sparked a heated debate between those who advocate the intensification of agriculture in the name of food security and those who recommend its de-intensification for environmental reasons. The design of quantified scenarios is a key approach to objectively evaluate the arguments of the two sides. To this end, we used the accounting methodology GRAFS (Generalized Representation of Agri-Food Systems) to describe the agri-food system of Europe divided into 127 geographical units of similar agricultural area, in terms of nitrogen (N) fluxes across cropland, grassland, livestock, and human consumption. This analysis reveals, in current European agriculture, a high level of territorial specialization, a strong dependence on long distance trade, and environmental N losses amounting to about 14 TgN/yr, i.e. nearly 70 % of the annual N input (including N synthetic fertilizers, symbiotic N fixation, oxidized N deposition and import of food and feed). Based on the analysis of the yield-fertilization relationship of cropping systems at the scale of their full rotation cycle, and on a simplified model of livestock ingestion, excretion and production, we advanced the GRAFS methodology for prospective scenario design. Three scenarios for the European agri-food system were explored for 2050: a business-as-usual (BAU) scenario, a scenario based on the measures considered by the EU Farm to Fork Strategy (F2F), and a fully agro-ecological scenario (AE). The results show that the F2F scenario reduces the dependence of Europe on imports of synthetic fertilizers and feed resources by 40 % as well as the environmental N losses by 30 %, but not to the level of its claimed ambitions as N lost to the environment still amounts to about 10 TgN/yr, i.e. 67 % of N inputs. Of the three scenarios studied, only in the AE scenario, involving the relocation of feed production, the generalization of organic crop rotations with N fixing legume crops, and a shift of agricultural production and food consumption toward less animal-based products, would Europe be able to dispense with N imports, still being able to export some cereals, meat, and milk products to the rest of the world, while halving today's reactive N emissions to the environment.
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Affiliation(s)
| | - Eduardo Aguilera
- CEIGRAM, ETSI Agronomica, Alimentaria y de Biosistemas, Universidad Politécnica de Madrid, Spain
| | - Rasmus Einarsson
- CEIGRAM, ETSI Agronomica, Alimentaria y de Biosistemas, Universidad Politécnica de Madrid, Spain; Swedish University of Agricultural Sciences, Uppsala, Sweden
| | | | - Simone Gingrich
- Institute of Social Ecology (SEC), Department of Economics and Social Sciences, University of Natural Resources and Life Sciences, Vienna, Austria
| | - Bruna Grizzetti
- European Commission Joint Research Centre (JRC), Ispra, Italy
| | - Luis Lassaletta
- CEIGRAM, ETSI Agronomica, Alimentaria y de Biosistemas, Universidad Politécnica de Madrid, Spain
| | | | - Alberto Sanz-Cobena
- CEIGRAM, ETSI Agronomica, Alimentaria y de Biosistemas, Universidad Politécnica de Madrid, Spain
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8
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Soana E, Gavioli A, Neri F, Castaldelli G. Looking back to move forward: Restoring vegetated canals to meet missing Water Framework Directive goals in agricultural basins. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 905:167331. [PMID: 37748619 DOI: 10.1016/j.scitotenv.2023.167331] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Revised: 09/21/2023] [Accepted: 09/22/2023] [Indexed: 09/27/2023]
Abstract
Nitrate pollution and eutrophication remain pressing issues in Europe regarding the quality of aquatic ecosystems and the safety of drinking water. Achieving water quality goals under the Water Framework Directive (WFD) has proven to be particularly challenging in agricultural catchments, where high nitrate concentrations are the main reason for the failure of many water bodies to meet a good ecological status. Canals and ditches are common man-made features of irrigated and drained landscapes and, when vegetated, have recently been identified as denitrification hotspots. By combining experimental data and GIS-based upscaling estimation, the potential capacity of the canal network to reduce nitrate loads was quantified in several scenarios differing in the level of nitrate pollution and in the extent of the canal network length where conservative management practices are implemented. The analysis was carried out in the irrigated lowlands of the Po River basin, which is the largest hydrographic system in Italy and a global hotspot for nitrogen inputs and eutrophication. Scenario simulations showed that maintaining aquatic vegetation in at least 25 % of the canal network length, selecting sites with high nitrate availability (>2.4 mg N L-1), would promote a greater potential for permanent N removal. The increased denitrification capacity would meet the load reduction target required to achieve a WFD good ecological status in waters draining into the Adriatic Sea during the spring-summer months, when the eutrophication risk is higher. Promoting denitrification in the canal network by postponing the mowing of in-stream vegetation to the end of the growing season could be an effective mitigation strategy to improve water quality in agricultural basins and contribute to achieving the WFD goals.
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Affiliation(s)
- Elisa Soana
- Department of Environmental and Prevention Sciences, University of Ferrara, Via Luigi Borsari 46, 44121 Ferrara, Italy.
| | - Anna Gavioli
- Department of Environmental and Prevention Sciences, University of Ferrara, Via Luigi Borsari 46, 44121 Ferrara, Italy
| | - Federica Neri
- Ferrara Plain Reclamation Consortium, Via Borgo dei Leoni, 28, 44121 Ferrara, Italy
| | - Giuseppe Castaldelli
- Department of Environmental and Prevention Sciences, University of Ferrara, Via Luigi Borsari 46, 44121 Ferrara, Italy
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9
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Mahlknecht J, Torres-Martínez JA, Kumar M, Mora A, Kaown D, Loge FJ. Nitrate prediction in groundwater of data scarce regions: The futuristic fresh-water management outlook. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 905:166863. [PMID: 37690767 DOI: 10.1016/j.scitotenv.2023.166863] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Revised: 08/28/2023] [Accepted: 09/03/2023] [Indexed: 09/12/2023]
Abstract
Nitrate contamination in groundwater poses a significant threat to water quality and public health, especially in regions with limited data availability. This study addresses this challenge by employing machine learning (ML) techniques to predict nitrate (NO3--N) concentrations in Mexico's groundwater. Four ML algorithms-Extreme Gradient Boosting (XGB), Boosted Regression Trees (BRT), Random Forest (RF), and Support Vector Machines (SVM)-were executed to model NO3--N concentrations across the country. Despite data limitations, the ML models achieved robust predictive performances. XGB and BRT algorithms demonstrated superior accuracy (0.80 and 0.78, respectively). Notably, this was achieved using ∼10 times less information than previous large-scale assessments. The novelty lies in the first-ever implementation of the 'Support Points-based Split Approach' during data pre-processing. The models considered initially 68 covariates and identified 13-19 significant predictors of NO3--N concentration spanning from climate, geomorphology, soil, hydrogeology, and human factors. Rainfall, elevation, and slope emerged as key predictors. A validation incorporated nationwide waste disposal sites, yielding an encouraging correlation. Spatial risk mapping unveiled significant pollution hotspots across Mexico. Regions with elevated NO3--N concentrations (>10 mg/L) were identified, particularly in the north-central and northeast parts of the country, associated with agricultural and industrial activities. Approximately 21 million people, accounting for 10 % of Mexico's population, are potentially exposed to elevated NO3--N levels in groundwater. Moreover, the NO3--N hotspots align with reported NO3--N health implications such as gastric and colorectal cancer. This study not only demonstrates the potential of ML in data-scarce regions but also offers actionable insights for policy and management strategies. Our research underscores the urgency of implementing sustainable agricultural practices and comprehensive domestic waste management measures to mitigate NO3--N contamination. Moreover, it advocates for the establishment of effective policies based on real-time monitoring and collaboration among stakeholders.
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Affiliation(s)
- Jürgen Mahlknecht
- Escuela de Ingeniería y Ciencias, Tecnologico de Monterrey, Campus Monterrey, Eugenio Garza Sada 2501, Monterrey, NL 64849, Mexico
| | - Juan Antonio Torres-Martínez
- Escuela de Ingeniería y Ciencias, Tecnologico de Monterrey, Campus Monterrey, Eugenio Garza Sada 2501, Monterrey, NL 64849, Mexico.
| | - Manish Kumar
- Escuela de Ingeniería y Ciencias, Tecnologico de Monterrey, Campus Monterrey, Eugenio Garza Sada 2501, Monterrey, NL 64849, Mexico; Sustainability Cluster, School of Advanced Engineering, UPES, Dehradun, Uttarakhand 248007, India
| | - Abrahan Mora
- Escuela de Ingeniería y Ciencias, Tecnologico de Monterrey, Campus Puebla, Atlixcáyotl 5718, Puebla de Zaragoza, Puebla 72453, Mexico
| | - Dugin Kaown
- School of Earth and Environmental Sciences, Seoul National University, 1 Gwanak-ro, Gwanak-gu, Seoul 08826, South Korea
| | - Frank J Loge
- Escuela de Ingeniería y Ciencias, Tecnologico de Monterrey, Campus Monterrey, Eugenio Garza Sada 2501, Monterrey, NL 64849, Mexico; Department of Civil and Environmental Engineering, University of California Davis, One Shields Avenue, Davis, CA 95616, USA
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10
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Jéglot A, Miranda-Velez JF, Plauborg F, Elsgaard L. Nitrate removal and environmental side-effects controlled by hydraulic residence time in woodchip bioreactors treating cold agricultural drainage water. ENVIRONMENTAL TECHNOLOGY 2023; 44:4324-4333. [PMID: 35722770 DOI: 10.1080/09593330.2022.2091482] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Accepted: 06/09/2022] [Indexed: 06/15/2023]
Abstract
Denitrifying woodchip bioreactors (WBRs) remove nitrate (NO 3 - ) from agricultural drainage water at field-scale, but their efficacy at cold temperatures remains uncertain. This study shows how hydraulic residence time (HRT) controls NO 3 - removal and environmental side-effects of WBRs at low water temperature under pilot-scale conditions with controlled operation of nine WBRs (94 dm3). Hydraulic properties were assessed by a bromide tracer test, and NO 3 - removal, emissions of nitrous oxide (N2O) and methane (CH4), and losses of dissolved organic carbon (DOC) were measured at HRTs of 5-30 h. Inlet NO 3 - concentrations were increasingly reduced at higher HRTs. The relationship between HRT and the efficiency (%) of NO 3 - removal was linear (R a d j 2 = 0.94), while the relationship between HRT and NO 3 - reduction rates (NRR) was logistic (R a d j 2 = 0.88). Gaseous emissions of N2O were equally low at HRTs of 10-30 h, but higher at 5 h (P < 0.05). Methane fluxes were small, but with consistent emissions at HRTs of 20-30 h and uptake at 5-15 h. HRT had limited effect on effluent DOC concentrations, but strong effect on mass losses that were five-fold higher (320 mg L-1) at the HRT of 5 h than at 30 h. In summary, at cold temperatures HRTs of ≤ 20 h resulted in suboptimal NRR, accelerating DOC losses, and increased risk of N2O losses at least below a threshold HRT of 5-10 h. HRTs of 20-30 h gave maximal NRR, smallest losses of DOC and N2O, but an increased risk of CH4 emissions.
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Affiliation(s)
- Arnaud Jéglot
- Department of Agroecology, Aarhus University, Tjele, Denmark
- WATEC, Department of Agroecology, Aarhus University, Tjele, Denmark
| | | | - Finn Plauborg
- Department of Agroecology, Aarhus University, Tjele, Denmark
- WATEC, Department of Agroecology, Aarhus University, Tjele, Denmark
| | - Lars Elsgaard
- Department of Agroecology, Aarhus University, Tjele, Denmark
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11
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Naeem M, Gill R, Gill SS, Singh K, Sofo A, Tuteja N. Editorial: Emerging contaminants and their effect on agricultural crops. FRONTIERS IN PLANT SCIENCE 2023; 14:1296252. [PMID: 37941663 PMCID: PMC10628685 DOI: 10.3389/fpls.2023.1296252] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Accepted: 10/12/2023] [Indexed: 11/10/2023]
Affiliation(s)
- M. Naeem
- Department of Botany, Aligarh Muslim University, Aligarh, India
| | - Ritu Gill
- Centre for Biotechnology, Maharshi Dayanand University, Rohtak, India
| | | | - Kashmir Singh
- Department of Biotechnology, Panjab University, Chandigarh, India
| | - Adriano Sofo
- School of Agricultural, Forestry, Food and Environmental Sciences, University of Basilicata, Potenza, Italy
| | - Narendra Tuteja
- Plant Molecular Biology Group, International Centre for Genetic Engineering and Biotechnology, New Delhi, India
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12
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Erşahin S, Bilgili BC. Nitrates in Turkish waters: sources, mechanisms, impacts, and mitigation. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2023; 30:95250-95271. [PMID: 37603251 DOI: 10.1007/s11356-023-29202-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/18/2023] [Accepted: 08/02/2023] [Indexed: 08/22/2023]
Abstract
Intensive technological developments, rapid population growth and urbanization, and excessive use of nitrogen fertilizers have caused water resources to be contaminated substantially by nitrates in Turkey. The accumulated information should be evaluated to draw a nationwide attention to the problem. The aim of this review article was to highlight the importance of nitrate (NO3) contamination and to discuss the measures to be taken to mitigate the contamination across the nation. Agriculture, especially chemical fertilizers used in irrigated agriculture, was the most important source of NO3 in groundwater. Also, the industrial and domestic discharges substantially contributed to NO3 in both groundwater and surface waters in many cases. The most severe and widespread groundwater (e.g., 344 mg NO3 L-1 in İzmir, 476 mg L-1 in Afyon, 477 mg L-1 in Antalya, and 948.0 mg L-1 in Konya) and surface water contaminations (e.g., 293.8 mg NO3 L-1 in İzmir, 63.3 mg L-1 in Eskişehir, 89.8 mg L-1 in Edirne, and 90.6 mg L-1 in Sakarya) occurred in the regions where intensive agriculture, industrial development, and rapid urbanization were clustered. Well-established irrigation and fertilizer management plans are critical for reducing fertilizer-related NO3 contaminations in the irrigated agriculture. Special attention should be given to the regions where industrially and domestically contaminated running water bodies are in contact with groundwater. Discharge of wastewaters to the streams, creeks, rivers, and lakes should be prevented. Well-designed studies are needed to evaluate potential health effects, including the risk of cancer, of NO3 in drinking water.
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Affiliation(s)
- Sabit Erşahin
- Department of Soil Science and Plant Nutrition, Faculty of Agriculture, Iğdır University, 76000, Iğdır, Turkey.
| | - Bayram C Bilgili
- Department of Landscape Planning, Faculty of Forestry, Çankırı Karatekin University, 18200, Çankırı, Turkey
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13
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Severe E, Errigo IM, Proteau M, Sayedi SS, Kolbe T, Marçais J, Thomas Z, Petton C, Rouault F, Vautier C, de Dreuzy JR, Moatar F, Aquilina L, Wood RL, LaBasque T, Lécuyer C, Pinay G, Abbott BW. Deep denitrification: Stream and groundwater biogeochemistry reveal contrasted but connected worlds above and below. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 880:163178. [PMID: 37023812 DOI: 10.1016/j.scitotenv.2023.163178] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/24/2022] [Revised: 03/25/2023] [Accepted: 03/26/2023] [Indexed: 05/27/2023]
Abstract
Excess nutrients from agricultural and urban development have created a cascade of ecological crises around the globe. Nutrient pollution has triggered eutrophication in most freshwater and coastal ecosystems, contributing to a loss in biodiversity, harm to human health, and trillions in economic damage every year. Much of the research conducted on nutrient transport and retention has focused on surface environments, which are both easy to access and biologically active. However, surface characteristics of watersheds, such as land use and network configuration, often do not explain the variation in nutrient retention observed in rivers, lakes, and estuaries. Recent research suggests subsurface processes and characteristics may be more important than previously thought in determining watershed-level nutrient fluxes and removal. In a small watershed in western France, we used a multi-tracer approach to compare surface and subsurface nitrate dynamics at commensurate spatiotemporal scales. We combined 3-D hydrological modeling with a rich biogeochemical dataset from 20 wells and 15 stream locations. Water chemistry in the surface and subsurface showed high temporal variability, but groundwater was substantially more spatially variable, attributable to long transport times (10-60 years) and patchy distribution of the iron and sulfur electron donors fueling autotrophic denitrification. Isotopes of nitrate and sulfate revealed fundamentally different processes dominating the surface (heterotrophic denitrification and sulfate reduction) and subsurface (autotrophic denitrification and sulfate production). Agricultural land use was associated with elevated nitrate in surface water, but subsurface nitrate concentration was decoupled from land use. Dissolved silica and sulfate are affordable tracers of residence time and nitrogen removal that are relatively stable in surface and subsurface environments. Together, these findings reveal distinct but adjacent and connected biogeochemical worlds in the surface and subsurface. Characterizing how these worlds are linked and decoupled is critical to meeting water quality targets and addressing water issues in the Anthropocene.
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Affiliation(s)
- Emilee Severe
- Lancaster Environmental Centre, Lancaster University, Lancaster, UK; Department of Plant and Wildlife Sciences, Brigham Young University, Provo, UT, USA
| | - Isabella M Errigo
- Department of Plant and Wildlife Sciences, Brigham Young University, Provo, UT, USA; Grupo de Investigación en Biodiversidad, Medio Ambiente y Salud (BIOMAS), Facultad de Ingenierías y Ciencas Aplicadas, Universidad de Las Américas, Quito, Ecuador
| | - Mary Proteau
- Department of Plant and Wildlife Sciences, Brigham Young University, Provo, UT, USA
| | - Sayedeh Sara Sayedi
- Department of Plant and Wildlife Sciences, Brigham Young University, Provo, UT, USA
| | - Tamara Kolbe
- Section of Hydrogeology and Hydrochemistry, Institute of Geology, Faculty of Geoscience, Geoengineering and Mining, TU Bergakademie Freiberg, Freiberg, Germany
| | - Jean Marçais
- Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement (INRAe), RiverLy, Centre de Lyon-Villeurbanne, 69625 Villeurbanne, France
| | - Zahra Thomas
- Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement (INRAe), Sol Agro et Hydrosystème Spatialisation, UMR 1069, Agrocampus Ouest, 35042 Rennes, France
| | - Christophe Petton
- Univ Rennes, CNRS, Géosciences Rennes, UMR 6118, 35000 Rennes, France
| | - François Rouault
- Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement (INRAe), Sol Agro et Hydrosystème Spatialisation, UMR 1069, Agrocampus Ouest, 35042 Rennes, France
| | - Camille Vautier
- Univ Rennes, CNRS, Géosciences Rennes, UMR 6118, 35000 Rennes, France
| | - Jean-Raynald de Dreuzy
- Univ Rennes, CNRS, Géosciences Rennes, UMR 6118, 35000 Rennes, France; Univ Rennes, CNRS, OSUR (Observatoire des sciences de l'univers de Rennes), UMS 3343, 35000 Rennes, France
| | - Florentina Moatar
- RiverLy, INRAE, Centre de Lyon-Grenoble Auvergne-Rhône-Alpes, Lyon, France
| | - Luc Aquilina
- Univ Rennes, CNRS, Géosciences Rennes, UMR 6118, 35000 Rennes, France
| | - Rachel L Wood
- Department of Biology, Brigham Young University, Provo, UT, USA
| | - Thierry LaBasque
- Univ Rennes, CNRS, Géosciences Rennes, UMR 6118, 35000 Rennes, France
| | | | - Gilles Pinay
- Environnement, Ville & Société (EVS UMR5600), Centre National de la Recherche Scientifique (CNRS), Lyon, France
| | - Benjamin W Abbott
- Department of Plant and Wildlife Sciences, Brigham Young University, Provo, UT, USA.
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14
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Kumar U, Hansen EM, Thomsen IK, Vogeler I. Performance of APSIM to Simulate the Dynamics of Winter Wheat Growth, Phenology, and Nitrogen Uptake from Early Growth Stages to Maturity in Northern Europe. PLANTS (BASEL, SWITZERLAND) 2023; 12:986. [PMID: 36903847 PMCID: PMC10005596 DOI: 10.3390/plants12050986] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/18/2022] [Revised: 02/15/2023] [Accepted: 02/18/2023] [Indexed: 06/18/2023]
Abstract
Performance of the APSIM (Agricultural Production Systems sIMulator) wheat model was assessed to simulate winter wheat phenology, biomass, grain yield, and nitrogen (N) uptake for its potential to optimize fertilizer applications for optimal crop growth and minimal environmental degradation. The calibration and evaluation dataset had 144 and 72 different field growing conditions (location (~7) × year (~5) × sowing date (2) × N treatment (7-13)), respectively, and included seven cultivars. APSIM simulated phenological stages satisfactorily with both model calibration and evaluation data sets with r2 of 0.97 and RMSE of 3.98-4.15 BBCH (BASF, Bayer, Ciba-Geigy, and Hoechst) scale. Simulations for biomass accumulation and N uptake during early growth stages (BBCH 28-49) were also reasonable with r2 of 0.65 and RMSE of 1510 kg ha-1, and r2 of 0.64-0.66 and RMSE of 28-39 kg N ha-1, respectively, with a higher accuracy during booting (BBCH 45-47). Overestimation of N uptake during stem elongation (BBCH 32-39) was attributed to (1) high inter-annual variability in simulations, and (2) high sensitivity of parameters regulating N uptake from soil. Calibration accuracy of grain yield and grain N was higher than that of biomass and N uptake at the early growth stages. APSIM wheat model showed high potential for optimizing fertilizer management in winter wheat cultivation in Northern Europe.
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Affiliation(s)
- Uttam Kumar
- Department of Agroecology, Aarhus University, 8830 Tjele, Denmark
| | | | | | - Iris Vogeler
- Department of Agroecology, Aarhus University, 8830 Tjele, Denmark
- Grass Forage Science/Organic Agriculture, Institute of Crop Science and Plant Breeding, Christian Albrechts University, 24118 Kiel, Germany
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15
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Wolf KA, Pullens JWM, Børgesen CD. Optimized number of suction cups required to predict annual nitrate leaching under varying conditions in Denmark. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2023; 328:116964. [PMID: 36542914 DOI: 10.1016/j.jenvman.2022.116964] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/26/2022] [Revised: 11/21/2022] [Accepted: 12/01/2022] [Indexed: 06/17/2023]
Abstract
Nitrate concentrations in soil water leaving the root zone measured by suction cups combined with water transport modeling is a commonly used practice in Denmark for calculating nitrate leaching. Two suction cups installed in one plot giving one water sample and replicated four times, (eight total suction cups) to reduce variability between samples. For practical reasons, it would be beneficial to minimize the number of suction cups used yet maintain reliable predictions. To assess the variability in reducing suction replicates, this study analyzed data from five research sites across Denmark representing annual field nitrate leaching predictions for different combinations of soil, weather conditions, crops, N-fertilizer rates, and winter soil cover, covering a total of 173 annual nitrate leaching experiments. The analysis was conducted having different nitrate leaching predictions using different numbers of replicates of suction cup measurements. Linear regression was used to identify the different influences of leaching year (hydrological year), N rate applied, soil characteristics, and crop sequence on nitrate leaching. The analyses were set up on three 2-yr and two 3-yr field experiments in five different sites. Crop effects showed that cereals and winter cover sown in autumn 2017 had significantly more nitrate leaching than in 2015 and 2016 leaching years due to high precipitation rates in the autumn. Furthermore, decreasing the number of suction cup replicates from four (eight total) to three replicates (six total) did not have a significant effect on nitrate leaching prediction. In contrast, decreasing replicates from four to two (four total) and one (two total) replicates did show a significant difference. Therefore, using three replicates is a viable solution for future sampling strategies and a good trade-off between costs and accuracy.
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Affiliation(s)
- Kari A Wolf
- University of Wisconsin - River Falls, Plant and Earth Science Department, 410 S. 3rd St., River Falls, WI, 54022, USA; Section Climate and Water, Department of Agroecology, iClimate, Aarhus University, Blichers Allé 20, 8830, Tjele, Denmark
| | - Johannes W M Pullens
- Section Climate and Water, Department of Agroecology, iClimate, Aarhus University, Blichers Allé 20, 8830, Tjele, Denmark.
| | - Christen D Børgesen
- Section Climate and Water, Department of Agroecology, iClimate, Aarhus University, Blichers Allé 20, 8830, Tjele, Denmark; Soil Section, Department of Agroecology, WATEC, Aarhus University, Blichers Allé 20, 8830, Tjele, Denmark
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16
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Basso A, Zolin MB. Analyzing the land and labour productivity of farms producing renewable energy: the Italian case study. JOURNAL OF PRODUCTIVITY ANALYSIS 2023; 59:153-172. [PMID: 36714806 PMCID: PMC9862230 DOI: 10.1007/s11123-023-00659-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Accepted: 01/09/2023] [Indexed: 06/18/2023]
Abstract
The paper computes and analyses some relevant indicators of economic performance of Italian farms producing/not producing renewable energy, and compares the economic results of the two set of farms. The source of data is the European Farm Accountant Data Network; the farms belonging to this network are analysed in relation to their structural differences, type of farming, geographical areas, economic size, as well as the type of renewable energy produced. After an in-depth statistical investigation, the main economic ratios are computed and analysed using also multivariate regression models, with a special focus on the production of solar and biogas energy. In terms of land and labour productivity and fixed factor remuneration, the results show that farms producing renewable energy perform better than the other farms. This positive effect is particularly accentuated in large companies that produce biogas, followed by farms that produce solar energy. There are still many obstacles that limit the production of renewable energy in agriculture; among these, still insufficient research and information on best practices in agriculture and, in Italy, the complexity and dispersion of the institutional legislative framework and of the public support systems. However, the need to increase the production of renewable energy has become a priority for many European countries both in the short- and in the medium term, especially in light of recent events related to the war in Ukraine.
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Affiliation(s)
- Antonella Basso
- Department of Economics, Ca’ Foscari University of Venice, Cannaregio 873, Fondamenta San Giobbe, 30121 Venice, VE Italy
| | - Maria Bruna Zolin
- Department of Economics, Ca’ Foscari University of Venice, Cannaregio 873, Fondamenta San Giobbe, 30121 Venice, VE Italy
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17
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Peinado-Torrubia P, Álvarez R, Lucas M, Franco-Navarro JD, Durán-Gutiérrez FJ, Colmenero-Flores JM, Rosales MA. Nitrogen assimilation and photorespiration become more efficient under chloride nutrition as a beneficial macronutrient. FRONTIERS IN PLANT SCIENCE 2023; 13:1058774. [PMID: 36704154 PMCID: PMC9871469 DOI: 10.3389/fpls.2022.1058774] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Accepted: 12/09/2022] [Indexed: 06/18/2023]
Abstract
Chloride (Cl-) and nitrate ( NO 3 - ) are closely related anions involved in plant growth. Their similar physical and chemical properties make them to interact in cellular processes like electrical balance and osmoregulation. Since both anions share transport mechanisms, Cl- has been considered to antagonize NO 3 - uptake and accumulation in plants. However, we have recently demonstrated that Cl- provided at beneficial macronutrient levels improves nitrogen (N) use efficiency (NUE). Biochemical mechanisms by which beneficial Cl- nutrition improves NUE in plants are poorly understood. First, we determined that Cl- nutrition at beneficial macronutrient levels did not impair the NO 3 - uptake efficiency, maintaining similar NO 3 - content in the root and in the xylem sap. Second, leaf NO 3 - content was significantly reduced by the treatment of 6 mM Cl- in parallel with an increase in NO 3 - utilization and NUE. To verify whether Cl- nutrition reduces leaf NO 3 - accumulation by inducing its assimilation, we analysed the content of N forms and the activity of different enzymes and genes involved in N metabolism. Chloride supply increased transcript accumulation and activity of most enzymes involved in NO 3 - assimilation into amino acids, along with a greater accumulation of organic N (mostly proteins). A reduced glycine/serine ratio and a greater ammonium accumulation pointed to a higher activity of the photorespiration pathway in leaves of Cl--treated plants. Chloride, in turn, promoted higher transcript levels of genes encoding enzymes of the photorespiration pathway. Accordingly, microscopy observations suggested strong interactions between different cellular organelles involved in photorespiration. Therefore, in this work we demonstrate for the first time that the greater NO 3 - utilization and NUE induced by beneficial Cl- nutrition is mainly due to the stimulation of NO 3 - assimilation and photorespiration, possibly favouring the production of ammonia, reductants and intermediates that optimize C-N re-utilization and plant growth. This work demonstrates new Cl- functions and remarks on its relevance as a potential tool to manipulate NUE in plants.
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Affiliation(s)
- Procopio Peinado-Torrubia
- Plant Ion and Water Regulation Group, Instituto de Recursos Naturales y Agrobiología de Sevilla (IRNAS, CSIC), Seville, Spain
| | - Rosario Álvarez
- Departamento de Biología Vegetal y Ecología, Facultad de Biología Universidad de Sevilla, Sevilla, Spain
| | - Marta Lucas
- Plant Ion and Water Regulation Group, Instituto de Recursos Naturales y Agrobiología de Sevilla (IRNAS, CSIC), Seville, Spain
- Laboratory of Plant Molecular Ecophysiology, Instituto de Recursos Naturales y Agrobiología de Sevilla (IRNAS, CSIC), Seville, Spain
| | - Juan D. Franco-Navarro
- Plant Ion and Water Regulation Group, Instituto de Recursos Naturales y Agrobiología de Sevilla (IRNAS, CSIC), Seville, Spain
| | - Francisco J. Durán-Gutiérrez
- Plant Ion and Water Regulation Group, Instituto de Recursos Naturales y Agrobiología de Sevilla (IRNAS, CSIC), Seville, Spain
| | - José M. Colmenero-Flores
- Plant Ion and Water Regulation Group, Instituto de Recursos Naturales y Agrobiología de Sevilla (IRNAS, CSIC), Seville, Spain
- Laboratory of Plant Molecular Ecophysiology, Instituto de Recursos Naturales y Agrobiología de Sevilla (IRNAS, CSIC), Seville, Spain
| | - Miguel A. Rosales
- Plant Ion and Water Regulation Group, Instituto de Recursos Naturales y Agrobiología de Sevilla (IRNAS, CSIC), Seville, Spain
- Laboratory of Plant Molecular Ecophysiology, Instituto de Recursos Naturales y Agrobiología de Sevilla (IRNAS, CSIC), Seville, Spain
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18
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Mehmood T, Khan AU, Raj Dandamudi KP, Deng S, Helal MH, Ali HM, Ahmad Z. Oil tea shell synthesized biochar adsorptive utilization for the nitrate removal from aqueous media. CHEMOSPHERE 2022; 307:136045. [PMID: 35977578 DOI: 10.1016/j.chemosphere.2022.136045] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Revised: 08/02/2022] [Accepted: 08/08/2022] [Indexed: 06/15/2023]
Abstract
Various reported methods are devoted to nitrate removal from water over the years. However, recently researchers are focusing on developing the materials that offer bio-based, non-toxic, inexpensive and yet an efficient solution for water treatment. In this study, removal of nitrates from water was carried out using oil tea shells (OTS) as a biosorbent. OTS powder was impregnated with ZnCl2 and biochar was prepared which was further treated with Cetyltrimethylammonium bromide (CTAB), a cationic surfactant. Both the Langmuir and the Freundlich models were satisfied by the nitrate adsorption of OTS biochar. The adsorption capacity was measured at 15.6 mg/g when the circumstances were at their best. The pseudo-second-order model provided an accurate description of the kinetic data that were collected from batch trials. The adsorption yield goes up when by usage of more adsorbent, but it goes down when adsorption start with a higher concentration of nitrate. The strong basis of analytical equipments were used to characterize the OTS biosorbent. According to the findings of the research, surface-modified OTS biochar is an effective material for the removal of nitrate from aqueous solutions. This means that it has the potential to be utilized in water treatment as an adsorbent that is both inexpensive and kind to the natural environment. Removal of heavy metals and other organic pollutants, both from groundwater and wastewater using OTS biochar seems like a promising and interesting area of study.
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Affiliation(s)
- Tariq Mehmood
- Department of Chemical Engineering, COMSATS University Islamabad, Lahore Campus, Defence Road, Off Rawind Road, Punjab, Lahore, 54000, Pakistan.
| | - Asad Ullah Khan
- Department of Chemical Engineering, COMSATS University Islamabad, Lahore Campus, Defence Road, Off Rawind Road, Punjab, Lahore, 54000, Pakistan.
| | - Kodanda Phani Raj Dandamudi
- School for Engineering of Matter, Transport and Energy, Arizona State University, 551 E. Tyler Mall, Tempe, AZ, 85287, United States
| | - Shuguang Deng
- School for Engineering of Matter, Transport and Energy, Arizona State University, 551 E. Tyler Mall, Tempe, AZ, 85287, United States
| | - Mohamed H Helal
- Department of Chemistry, Faculty of Arts and Science, Northern Border University, Rafha, Saudi Arabia
| | - Hazim M Ali
- Department of Chemistry, College of Science, Jouf University, P.O. Box 2014, Sakaka, Aljouf, Saudi Arabia
| | - Zubair Ahmad
- School of Chemical Engineering, Yeungnam University, Gyeongsan, 712-749, South Korea.
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19
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Definition of hot-spots to reduce the nitrogen losses from agricultural land to groundwater in Slovakia. EKOLÓGIA (BRATISLAVA) 2022. [DOI: 10.2478/eko-2022-0030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Abstract
Agriculture is a significant contributor to nitrate pollution of groundwater which in many cases serves as a source of drinking water. Therefore, targeted reduction of nitrogen leaching losses is fully justified to address this issue. The aim of the study was to define the areas of utilized agricultural land (UAL) in Slovakia, where a nitrogen surplus needs to be reduced. Using the average values of leachable nitrogen in the period 2015-2018 and the long-term amount of percolated water, the nitrate concentration in leachate was calculated. To ensure that agricultural activities will contribute to the gradual reduction of nitrate concentration in groundwater, the nitrate concentration in leachate of 40 mg L-1 was chosen as the target value. This concentration was exceeded at 11.7% of the UAL area. The average indicative amount of nitrogen in industrial fertilizers that needs to be reduced to achieve a stricter nitrate concentration in the leachate in these hot-spots is 16 kg ha-1 with the proviso that in two districts this value exceeds 30 kg ha-1.
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20
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Shi S, Tong B, Wang X, Luo W, Tan M, Wang H, Hou Y. Recovery of nitrogen and phosphorus from livestock slurry with treatment technologies: A meta-analysis. WASTE MANAGEMENT (NEW YORK, N.Y.) 2022; 144:313-323. [PMID: 35427903 DOI: 10.1016/j.wasman.2022.03.027] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/11/2021] [Revised: 03/02/2022] [Accepted: 03/27/2022] [Indexed: 06/14/2023]
Abstract
The livestock industry has developed rapidly in recent decades, but the improper treatment of livestock manure, especially slurry, causes environmental pollution. Treatment technologies are considered to be effective in alleviating nitrogen (N) and phosphorus (P) losses from livestock slurry. Here, we used published research data to conduct a meta-analysis of the recovery efficiencies of N and P of five mainstream treatment technologies, including ammonia stripping, air scrubbing, membrane filtration, microalgae cultivation and struvite crystallization. Additionally, the agronomic effects of the recovered products of these treatment technologies were evaluated. The results showed that all technologies exhibited clear recovery effects on N and P. The N recovery efficiencies ranged from 57% to 86%, and those of P ranged from 64% to 87%. Struvite crystallization was the most efficient treatment technology for both N and P recovery; moreover, the ammonia stripping and microalgae cultivation technologies were less efficient. The pH levels and temperatures are the main factors that influence ammonia stripping, struvite crystallization and microalgae cultivation, while membrane filtration and air scrubbing are mainly affected by the membrane types and properties. When the equal amount of N or P input to fields, the recovered products (ammonium sulfate and struvite crystals) may achieve a similar crop yield, relative to commercial N or P fertilizers. Our findings can provide deep suggestions and parameters for designing proper treatment technologies to reduce nutrient discharge from livestock slurry in regions with high livestock density and also for identifying the research gaps that should be paid more attention in the future.
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Affiliation(s)
- Shengli Shi
- College of Resources and Environmental Sciences, National Academy of Agriculture Green Development, Key Laboratory of Plant-Soil Interactions, Ministry of Education, China Agricultural University, Beijing 100193, China
| | - Bingxin Tong
- College of Resources and Environmental Sciences, National Academy of Agriculture Green Development, Key Laboratory of Plant-Soil Interactions, Ministry of Education, China Agricultural University, Beijing 100193, China
| | - Xinfeng Wang
- College of Resources and Environmental Sciences, National Academy of Agriculture Green Development, Key Laboratory of Plant-Soil Interactions, Ministry of Education, China Agricultural University, Beijing 100193, China; Beijing Engineering Research Center for Animal Healthy Environment, Key Laboratory of Agriculture Engineering in Structure and Environment, Ministry of Agriculture, College of Water Resources and Civil Engineering, China Agricultural University, Beijing 100083, China
| | - Wenhai Luo
- College of Resources and Environmental Sciences, National Academy of Agriculture Green Development, Key Laboratory of Plant-Soil Interactions, Ministry of Education, China Agricultural University, Beijing 100193, China
| | - Meixiu Tan
- Wageningen University, Soil Biology Group, P.O. Box 47, 6700 AA, the Netherlands
| | - Hongliang Wang
- College of Resources and Environmental Sciences, National Academy of Agriculture Green Development, Key Laboratory of Plant-Soil Interactions, Ministry of Education, China Agricultural University, Beijing 100193, China
| | - Yong Hou
- College of Resources and Environmental Sciences, National Academy of Agriculture Green Development, Key Laboratory of Plant-Soil Interactions, Ministry of Education, China Agricultural University, Beijing 100193, China.
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21
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Van Aken P, Lambert N, Appels L. Low temperature Moving Bed Bioreactor denitrification as mitigation measure to reduce agricultural nitrate losses. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 810:152110. [PMID: 34871692 DOI: 10.1016/j.scitotenv.2021.152110] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Revised: 11/07/2021] [Accepted: 11/27/2021] [Indexed: 06/13/2023]
Abstract
The negative impact of agriculture on the quality of local water streams is widely recognized. Fertilizer residues not taken up by the crops leach into the drainage water and enter the surface water, resulting in eutrophication. Despite various initiatives to prevent this leaching by optimizing fertilizer schemes, the desired effect was not achieved, and the focus has shifted to denitrifying end-of-pipe techniques. Because the available area for installing such treatment systems is often limited, the development of intensified systems is a trend that has emerged recently. In this scope, the main goal of this study was therefore to investigate the suitability of a denitrifying Moving Bed Bioreactor (MBBR) as a low footprint technology, which can compete with conventional technologies. Two parallel lab-scale pilot MBBRs, one at low temperature and one at ambient temperature, were operated for 850 days to investigate the effectiveness and robustness under changing process parameters (hydraulic retention time (HRT), temperature, shutdown). Eventually, the system was scaled up to a full-scale installation and monitored during a full drainage season in the field. The pilot-scale MBBRs achieved removal efficiencies above 90% under optimal conditions (high C/N ratio and minimal HRT of 8 h), even while operating at low temperatures. The robustness of the system was also demonstrated by the immediate start-up after a shutdown period of 220 days. Overall, the full-scale MBBR treated 2910.1 m3 drainage water and removed approximately 59 kg NO3-N. Unfortunately, the average removal efficiency, i.e., 70%, was lower than the lab-scale system, but by intensifying the mixing in the MBBR, improved results were obtained. Nitrite accumulation was furthermore also prevented.
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Affiliation(s)
- Pieter Van Aken
- KU Leuven, Department of Chemical Engineering, Process and Environmental Technology Lab, J. De Nayerlaan 5, 2860 Sint-Katelijne-Waver, Belgium
| | - Nico Lambert
- KU Leuven, Department of Chemical Engineering, Process and Environmental Technology Lab, J. De Nayerlaan 5, 2860 Sint-Katelijne-Waver, Belgium
| | - Lise Appels
- KU Leuven, Department of Chemical Engineering, Process and Environmental Technology Lab, J. De Nayerlaan 5, 2860 Sint-Katelijne-Waver, Belgium.
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22
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Bhattacharyya SS, Adeyemi MA, Onyeneke RU, Bhattacharyya S, Faborode HFB, Melchor-Martínez EM, Iqbal HM, Parra-Saldívar R. Nutrient Budgeting — A Robust Indicator of Soil–Water–Air Contamination Monitoring and Prevention. ENVIRONMENTAL TECHNOLOGY & INNOVATION 2021; 24:101944. [DOI: 10.1016/j.eti.2021.101944] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
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23
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Soil Denitrification, the Missing Piece in the Puzzle of Nitrogen Budget in Lowland Agricultural Basins. Ecosystems 2021. [DOI: 10.1007/s10021-021-00676-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
AbstractDenitrification is a key process buffering the environmental impacts of agricultural nitrate loads but, at present, remains the least understood and poorly quantified sink in nitrogen budgets at the watershed scale. The present work deals with a comprehensive and detailed analysis of nitrogen sources and sinks in the Burana–Volano–Navigabile basin, the southernmost portion of the Po River valley (Northern Italy), an intensively cultivated (> 85% of basin surface) low-lying landscape. Agricultural census data, extensive monitoring of surface–groundwater interactions, and laboratory experiments targeting N fluxes and pools were combined to provide reliable estimates of soil denitrification at the basin scale. In the agricultural soils of the basin, nitrogen inputs exceeded outputs by nearly 40% (~ 80 kg N ha−1 year−1), but this condition of potential N excess did not translate into widespread nitrate pollution. The general scarcity of inorganic nitrogen species in groundwater and soils indicated limited leakage and storage. Multiple pieces of evidence supported that soil denitrification was the process that needed to be introduced in the budget to explain the fate of the missing nitrogen. Denitrification was likely boosted in the soils of the studied basin, prone to waterlogged conditions and consequently oxygen-limited, owing to peculiar features such as fine texture, low hydraulic conductivity, and shallow water table. The present study highlighted the substantial contribution of soil denitrification to balancing nitrogen inputs and outputs in agricultural lowland basins, a paramount ecosystem function preventing eutrophication phenomena.
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24
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Astals S, Martínez-Martorell M, Huete-Hernández S, Aguilar-Pozo VB, Dosta J, Chimenos JM. Nitrogen recovery from pig slurry by struvite precipitation using a low-cost magnesium oxide. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 768:144284. [PMID: 33434803 DOI: 10.1016/j.scitotenv.2020.144284] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/30/2020] [Revised: 12/01/2020] [Accepted: 12/02/2020] [Indexed: 06/12/2023]
Abstract
Ammonia nitrogen management is a recurrent problem in intensive livestock areas. Struvite precipitation stands as a mature technology to recover ammonia nitrogen and prevent associated environmental problems. However, the feasibility of struvite technology to recover ammonia nitrogen from pig manure is limited by the reagents cost. This research aimed to optimise the formulation of a stabilizing agent (SA) synthesised using an industrial low-grade MgO by-product (LG-MgO) and phosphoric acid for efficient TAN recovery via struvite precipitation. Experimental results showed that the H3PO4/LG-MgO ratio controls the magnesium phosphate mineral phase of the SA (bobierrite and/or newberyite). Newberyite-rich SA showed the highest TAN removal efficiency from pig manure (66-73%) compared to the SA formed by a mixture of newberyite and bobierrite (51-59%) and by bobierrite (26%). Particle size reduction of LG-MgO did not improve the SA's TAN removal efficiency, although XRD patterns showed that the precipitates from the TAN removal experiments contained some unreacted newberyite. The economic analysis showed that the higher reactivity of the SA formulated using higher H3PO4/LG-MgO ratios compensated reagent costs. The SA synthesised with a H3PO4/LG-MgO ratio of 0.98 showed the most economical treatment cost, which was estimated at 7.5 € per kg of ammonia nitrogen from pig manure. Finally, the optimum SA was successfully synthesised in a 200-L pilot plant, with a TAN removal capacity only 10% lower than the one synthesised at lab-scale.
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Affiliation(s)
- S Astals
- Department of Chemical Engineering and Analytical Chemistry, University of Barcelona, 08028 Barcelona, Spain.
| | - M Martínez-Martorell
- Department of Chemical Engineering and Analytical Chemistry, University of Barcelona, 08028 Barcelona, Spain
| | - S Huete-Hernández
- Department of Materials Science and Physical Chemistry, University of Barcelona, 08028 Barcelona, Spain
| | - V B Aguilar-Pozo
- Department of Chemical Engineering and Analytical Chemistry, University of Barcelona, 08028 Barcelona, Spain; Department of Materials Science and Physical Chemistry, University of Barcelona, 08028 Barcelona, Spain
| | - J Dosta
- Department of Chemical Engineering and Analytical Chemistry, University of Barcelona, 08028 Barcelona, Spain
| | - J M Chimenos
- Department of Materials Science and Physical Chemistry, University of Barcelona, 08028 Barcelona, Spain
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25
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Ortmeyer F, Mas-Pla J, Wohnlich S, Banning A. Forecasting nitrate evolution in an alluvial aquifer under distinct environmental and climate change scenarios (Lower Rhine Embayment, Germany). THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 768:144463. [PMID: 33454493 DOI: 10.1016/j.scitotenv.2020.144463] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Revised: 12/07/2020] [Accepted: 12/07/2020] [Indexed: 06/12/2023]
Abstract
When investigating future nitrate (NO3-) concentrations in groundwater, climate change has a major role as it determines the future water budget and, in turn, the conditions in the aquifer which will finally have a decisive effect on NO3- concentrations. In this study, the different effects on water balance and NO3- concentration under three projected climate scenarios - RCP 2.6, RCP 4.5, and RCP 8.5 - are analysed in a water protection area in the Lower Rhine Embayment in Germany. Recharge values were calculated from downscaled precipitation and temperature data for the 21st century in a water budget that considers land use in the evapotranspiration term. Nitrate concentration evolution is estimated using recharge and expected fertilization rates with a lumped-parameter model. In order to be able to map the NO3- concentration, the investigation area is divided into 1000 × 1000 m cells. Each cell is assigned a specific NO3- input and a NO3- degradation capacity. Results show significant variations in NO3- development projected with the different climate scenarios due to different temperatures and consequently actual ET, and precipitation. Nevertheless, nitrate concentrations clearly increase in all projections. The total NO3- mass increases most strongly with RCP 8.5 until 2099 (by 89% compared to 2020) and least with RCP 4.5 (by 50%). Further projections show a 20% reduction in agricultural NO3- input can reduce NO3- concentrations, but insufficiently to comply with drinking water guidelines in all regions and aquifers. The model indicates that NO3- input loads should be defined according to future recharge variations governed by climate change. Consequently, a time-varying fertilization rate specific for each region, with their own turnover time and degradation rate, must be estimated to meet pollution environmental goals.
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Affiliation(s)
- Felix Ortmeyer
- Ruhr-Universität Bochum, Hydrogeology Department, Universitätsstraße 150, 44801 Bochum, Germany.
| | - Josep Mas-Pla
- Institut Català de Recerca de l'Aigua (ICRA), 17003 Girona, Spain; Grup de Geologia Aplicada i Ambiental (GAiA), Centre de Recerca en Geologia i Cartografia Ambiental (Geocamb), Dept. de Ciències Ambientals, Universitat de Girona, 17003 Girona, Spain
| | - Stefan Wohnlich
- Ruhr-Universität Bochum, Hydrogeology Department, Universitätsstraße 150, 44801 Bochum, Germany
| | - Andre Banning
- Ruhr-Universität Bochum, Hydrogeology Department, Universitätsstraße 150, 44801 Bochum, Germany
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26
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Abstract
The technical and scientific analysis regarding studies of the water surface or groundwater has increasingly taken on a great social impact, which has led to the creation of the term socio-hydrology. Since decision making has a greater weight, considering the social perspective, its study has become more important in the past 20 years. This article aims to carry out a bibliometric analysis related to socio-hydrology using the Scopus database and the application of VOSviewer software for the evaluation of the intellectual structure of socio-hydrology, its conceptual evolution, and its tendencies. The methodology considers (i) search criteria of the research field, (ii) search and document selection, (iii) software and data extraction, and (iv) analysis of results and trends. The results show us the term socio-hydrology as a new scientific discipline that has traces in the Scopus database in the past two decades. However, its application stems from recognising ancestral knowledge alongside other forms of knowledge. Socio-hydrology practice requires participatory models, where the community has a great influence, and for the most part, it guarantees results for the common good. The trend of this topic is growing and open to the criteria of sustainability.
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27
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Zambito Marsala R, Capri E, Russo E, Barazzoni L, Peroncini E, De Crema M, Carrey Labarta R, Otero N, Colla R, Calliera M, Fontanella MC, Suciu NA. Influence of nitrogen-based fertilization on nitrates occurrence in groundwater of hilly vineyards. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 766:144512. [PMID: 33422844 DOI: 10.1016/j.scitotenv.2020.144512] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Revised: 12/05/2020] [Accepted: 12/11/2020] [Indexed: 06/12/2023]
Abstract
Nitrogen losses from intensive agricultural production may end up as high nitrate (NO3-) concentrations in groundwater, with a long-term impact on groundwater quality. The main objective of this study was to evaluate the impact of fertilization practices used for grape cultivation on groundwater quality of Tidone Valley, northwest of Italy, following an integrated socio-hydrogeological approach that consists on (i) the involvement of 175 farmers in the description of agricultural and fertilization practices, using a survey of ad hoc questionnaires, (ii) the evaluation of NO3- occurrence in groundwater and (iii) the identification of NO3- sources through isotopic and hydrochemical analysis. In this area, as for certain particular Apennines shallow aquifers, groundwater is of reduced interest due to its limited storage capacity and there are insufficient wells currently monitored by the local Environmental Agency (ARPAE) to evaluate the impact of agricultural fertilization on existing local aquifers. Farmers' questionnaires results highlighted an extensive use of inorganic nitrogen fertilization and a tendency of farmers to follow their own experience for fertilization. Chemical analyses revealed high variability of major and trace elements concentrations isotope data. NO3- concentrations were significantly higher in deeper wells with respects to shallow wells. Isotopic results indicated that groundwater NO3- origin is inorganic, in agreement with the land use and the declared viticultural practices. Comparing groundwater NO3- occurrence from the studied area with values of entire Emilia-Romagna Region, only 7.7% of groundwater samples showed values above the EQS. (50 mg NO3-/L) between Nov 2017 and Sept 2018, while in the entire region 11.5% of groundwater samples showed values above the EQS in the same period. Considering that the vineyards surface in the studied area represents almost 75% of the entire regional vineyard surface, the obtained results suggest a low to moderate impact of viticulture on NO3-concentration of regional groundwater.
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Affiliation(s)
- Roberta Zambito Marsala
- Università Cattolica del Sacro Cuore, Department for Sustainable Food Process, Via Emilia Parmense 84, 29122 Piacenza, PC, Italy; European Observatory on sustainable agriculture (OPERA), Università Cattolica del Sacro Cuore, Via Emilia Parmense 84, 29122 Piacenza, PC, Italy
| | - Ettore Capri
- European Observatory on sustainable agriculture (OPERA), Università Cattolica del Sacro Cuore, Via Emilia Parmense 84, 29122 Piacenza, PC, Italy.
| | - Elisabetta Russo
- ARPAE - Regional Agency for Prevention, Environment and Energy of Emilia Romagna, Via XXI Aprile 48, 29121 Piacenza, PC, Italy
| | - Lia Barazzoni
- ARPAE - Regional Agency for Prevention, Environment and Energy of Emilia Romagna, Via XXI Aprile 48, 29121 Piacenza, PC, Italy
| | - Emanuela Peroncini
- ARPAE - Regional Agency for Prevention, Environment and Energy of Emilia Romagna, Via XXI Aprile 48, 29121 Piacenza, PC, Italy
| | - Marcello De Crema
- ARPAE - Regional Agency for Prevention, Environment and Energy of Emilia Romagna, Via XXI Aprile 48, 29121 Piacenza, PC, Italy
| | - Raul Carrey Labarta
- Grup MAiMA, SGR Mineralogia Aplicada, Geoquímica i Geomicrobiologia, Departament de Mineralogia, Petrologia i Geologia Aplicada, Facultat de Ciències de la Terra, Universitat deBarcelona, Institut de Rederca de l'Aigua (IDRA), UB, C/Martí i Franquès, s/n, 08028 Barcelona, Spain
| | - Neus Otero
- Grup MAiMA, SGR Mineralogia Aplicada, Geoquímica i Geomicrobiologia, Departament de Mineralogia, Petrologia i Geologia Aplicada, Facultat de Ciències de la Terra, Universitat deBarcelona, Institut de Rederca de l'Aigua (IDRA), UB, C/Martí i Franquès, s/n, 08028 Barcelona, Spain; Serra Hunter Fellowship, Generalitat de Catalunya, Spain
| | - Ruggero Colla
- Phytosanitary consortium of Piacenza, Via Cristoforo Colombo 35, 29122 Piacenza, PC, Italy
| | - Maura Calliera
- European Observatory on sustainable agriculture (OPERA), Università Cattolica del Sacro Cuore, Via Emilia Parmense 84, 29122 Piacenza, PC, Italy
| | - Maria Chiara Fontanella
- Università Cattolica del Sacro Cuore, Department for Sustainable Food Process, Via Emilia Parmense 84, 29122 Piacenza, PC, Italy
| | - Nicoleta Alina Suciu
- Università Cattolica del Sacro Cuore, Department for Sustainable Food Process, Via Emilia Parmense 84, 29122 Piacenza, PC, Italy; European Observatory on sustainable agriculture (OPERA), Università Cattolica del Sacro Cuore, Via Emilia Parmense 84, 29122 Piacenza, PC, Italy
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28
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Rodgers EM, Opinion AGR, Gomez Isaza DF, Rašković B, Poleksić V, De Boeck G. Double whammy: Nitrate pollution heightens susceptibility to both hypoxia and heat in a freshwater salmonid. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 765:142777. [PMID: 33077222 DOI: 10.1016/j.scitotenv.2020.142777] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/31/2020] [Revised: 09/28/2020] [Accepted: 09/29/2020] [Indexed: 06/11/2023]
Abstract
Species persistence in a changing world will depend on how they cope with co-occurring stressors. Stressors can interact in unanticipated ways, where exposure to one stressor may heighten or reduce resilience to another stressor. We examined how a leading threat to aquatic species, nitrate pollution, affects susceptibility to hypoxia and heat stress in a salmonid, the European grayling (Thymallus thymallus). Fish were exposed to nitrate pollution (0, 50 or 200 mg NO3- L-1) at two acclimation temperatures (18 °C or 22 °C) for eight weeks. Hypoxia- and heat-tolerance were subsequently assessed, and the gills of a subset of fish were sampled for histological analyses. Nitrate-exposed fish were significantly more susceptible to acute hypoxia at both acclimation temperatures. Similarly, in 18 °C- acclimated fish, exposure to 200 mg NO3- L- 1 caused a 1 °C decrease in heat tolerance (critical thermal maxima, CTMax). However, the opposite effect was observed in 22 °C-acclimated fish, where nitrate exposure increased heat tolerance by ~1 °C. Further, nitrate exposure induced some histopathological changes to the gills, which limit oxygen uptake. Our findings show that nitrate pollution can heighten the susceptibility of fish to additional threats in their habitat, but interactions are temperature dependent.
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Affiliation(s)
- Essie M Rodgers
- Systemic Physiological and Ecotoxicological Research (SPHERE), Department of Biology, University of Antwerp, Antwerp 2020, Belgium.
| | - April Grace R Opinion
- Systemic Physiological and Ecotoxicological Research (SPHERE), Department of Biology, University of Antwerp, Antwerp 2020, Belgium
| | - Daniel F Gomez Isaza
- School of Biological Science, The University of Queensland, Brisbane, QLD 4072, Australia
| | - Božidar Rašković
- University of Belgrade, Faculty of Agriculture, Institute of Animal Science, 11080 Belgrade, Serbia
| | - Vesna Poleksić
- University of Belgrade, Faculty of Agriculture, Institute of Animal Science, 11080 Belgrade, Serbia
| | - Gudrun De Boeck
- Systemic Physiological and Ecotoxicological Research (SPHERE), Department of Biology, University of Antwerp, Antwerp 2020, Belgium
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Vollmer D, Bezerra MO, Martínez NA, Ortiz OR, Encomenderos I, Marques MC, Serrano-Durán L, Fauconnier I, Wang RY. Can we take the pulse of environmental governance the way we take the pulse of nature? Applying the Freshwater Health Index in Latin America. AMBIO 2021; 50:870-883. [PMID: 33191485 PMCID: PMC7982359 DOI: 10.1007/s13280-020-01407-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/16/2020] [Revised: 09/04/2020] [Accepted: 10/03/2020] [Indexed: 05/30/2023]
Abstract
Quantitative assessments have long been used to evaluate the condition of the natural environment, providing information for standard setting, adaptive management, and monitoring. Similar approaches have been developed to measure environmental governance, however, the end result (e.g., numeric indicators) belies the subjective and normative judgments that are involved in evaluating governance. We demonstrate a framework that makes this information transparent, through an application of the Freshwater Health Index in three different river basins in Latin America. Water Governance is measured on a 0-100 scale, using data derived from perception-based surveys administered to stakeholders. Results suggest that water governance is a primary area of concern in all three places, with low overall scores (Guandu-26, Alto Mayo-38, Bogotá-43). We conclude that this approach to measuring governance at the river basin scale provides valuable information to support monitoring and decision making, and we offer suggestions on how it can be improved.
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Affiliation(s)
- Derek Vollmer
- Moore Center for Science, Conservation International, 2011 Crystal Drive, Suite 600, Arlington, VA 22202 USA
| | - Maíra Ometto Bezerra
- Moore Center for Science, Conservation International, 2011 Crystal Drive, Suite 600, Arlington, VA 22202 USA
| | | | | | - Ivo Encomenderos
- Conservation International Peru, Av. Circunvalación N° 1217, Tarapoto, San Martín 22160 Perú
| | - Maria Clara Marques
- Conservation International Brazil, Av. Rio Branco, 131 - 8th floor - Centro, CEP: 20040-006, Rio de Janeiro, RJ Brazil
| | - Lina Serrano-Durán
- Centro del Agua para América Latina y Caribe, Instituto Tecnológico de Monterrey, Carrera 30 # 11-89, 660003 Pereira, Colombia
| | - Isabelle Fauconnier
- Global Water Programme, International Union for the Conservation of Nature, Gland, Switzerland
| | - Raymond Yu Wang
- Department of Public Administration, Sun-Yat Sen University, No. 1088 Xueyuan Avenue, Nanshan District, Shenzhen, 518055 P.R. China
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30
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Ondrasek G, Rengel Z. Environmental salinization processes: Detection, implications & solutions. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 754:142432. [PMID: 33254867 DOI: 10.1016/j.scitotenv.2020.142432] [Citation(s) in RCA: 51] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/23/2020] [Revised: 09/14/2020] [Accepted: 09/16/2020] [Indexed: 05/27/2023]
Abstract
A great portion of Earth's freshwater and land resources are salt-affected and thus have restricted use or may become unsuitable for most human activities. Some of the recent scenarios warn that environmental salinization processes will continue to be exacerbated due to global climate change. The most relevant implications and side-effects in ecosystems under excessive salinity are destructive and long lasting (e.g. soil dispersion, water/soil hypersalinity, desertification, ruined biodiversity), often with non-feasible on site remediation, especially at larger scales. Agro-ecosystems are very sensitive to salinization; after a certain threshold is reached, yields and food quality start to deteriorate sharply. Additionally, salinity often coincides with numerous other environmental constrains (drought, waterlogging, pollution, acidity, nutrient deficiency, etc.) that progressively aggravate the threat to food security and general ecosystem resilience. Some well-proven, widely-used and cost-effective traditional ameliorative strategies (e.g. conservation agriculture, application of natural conditioners) help against salinity and other constraints, especially in developing countries. Remotely-sensed and integrated data of salt-affected areas combined with in situ and lab-based observations have never been so easy and rapid to acquire, precise and applicable on huge scales, representing a valuable tool for policy-makers and other stakeholders in implementing targeted measures to control and prevent ecosystem degradation (top-to-bottom approach). Continued progress in biotechnology and ecoengineering offers some of the most advanced and effective solutions against salinity (e.g. nanomaterials, marker-assisted breeding, genome editing, plant-microbial associations), albeit many knowledge gaps and ethical frontiers remain to be overcome before a successful transfer of these potential solutions to the industrial-scale food production can be effective.
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Affiliation(s)
- Gabrijel Ondrasek
- The University of Zagreb, Faculty of Agriculture, Svetosimunska c. 25, Croatia.
| | - Zed Rengel
- The University of Western Australia, UWA School of Agriculture and Environment, Stirling Highway 35, Perth, W. Australia, Australia; Institute for Adriatic Crops and Karst Reclamation, Put Duilova 11, Split, Croatia
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31
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Balestrini R, Delconte CA, Sacchi E, Buffagni A. Groundwater-dependent ecosystems as transfer vectors of nitrogen from the aquifer to surface waters in agricultural basins: The fontanili of the Po Plain (Italy). THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 753:141995. [PMID: 32892001 DOI: 10.1016/j.scitotenv.2020.141995] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Revised: 08/07/2020] [Accepted: 08/24/2020] [Indexed: 06/11/2023]
Abstract
The most spread groundwater-dependent ecosystems in the River Po valley are semi-natural lowland springs called "fontanili". They provide specific habitats and support high biodiversity, but are often strongly impaired by agricultural pollution. In the present study we seasonally monitored the discharge and nitrogen concentration of 48 fontanili from the Adda and the Ticino river basins. We observed a wide spatial variability of both NO3-N concentrations and flows. The annual NO3-N loads ranged from <1 to 75 t y-1 and < 1 to 29 t y-1 in the Adda and Ticino basins respectively. In the springs characterized by variable discharge the N loads were exported mostly during the summer season when water table level was elevated mainly due to irrigation. Upscaling the mean NO3-N load to each river catchment based on the total number of springs, we obtained an aerial export of 33.2 ± 6.0 and 12.5 ± 3.2 kg y-1 ha-1. Such loads accounted for the 30.4 and 21.5% of the N surplus estimated for the Adda and Ticino basins respectively. Random Forest analysis was performed to identify the most important environmental variables influencing the nitrate contamination in the spring waters. A total of 22 explanatory variables related to N sources, land uses, intrinsic hydrogeologic and soil proprieties, in "situ" and remotely sensed variables were considered. The percent of soil cultivated with maize in a 500 m radius buffer area surrounding the sampling site, the N from manure and the distance of each spring from the main river were the most effective factors in controlling the NO3-N concentration in the fontanili water. The outcomes of this work open up to achievable management prospects for the protection and recovery of fontanili waters, and can be particularly useful for water managers in identifying areas and sites where restoration plans should be a priority.
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Affiliation(s)
- R Balestrini
- Water Research Institute, National Research Council (CNR-IRSA), via del Mulino 19, 20861 Brugherio, MB, Italy.
| | - C A Delconte
- Water Research Institute, National Research Council (CNR-IRSA), via del Mulino 19, 20861 Brugherio, MB, Italy
| | - E Sacchi
- Department of Earth and Environmental Sciences, University of Pavia, via Ferrata 1, 27100 Pavia, Italy
| | - A Buffagni
- Water Research Institute, National Research Council (CNR-IRSA), via del Mulino 19, 20861 Brugherio, MB, Italy
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32
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Evaluating Different Catch Crop Strategies for Closing the Nitrogen Cycle in Cropping Systems—Field Experiments and Modelling. SUSTAINABILITY 2021. [DOI: 10.3390/su13010394] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
For arable stockless farming systems, the integration of catch crops (CC) during the fallow period might be a key for closing the nitrogen (N) cycle, reducing N leaching and increasing the transfer of N to the subsequent crop. However, despite considerable research efforts, the fate of N in such integrated systems remains unclear. To address this, a two-year field experiment was carried out in northern Germany with different CC, including frost-tolerant and frost-killed CC. The experiment started following a two-year ryegrass/red clover ley, which was subsequently sown with a cereal (CE) or a grain legume (field pea, PE). This provided two contrasting systems with high residual N in autumn. The results showed high N uptake of the CC, ranging from 84 to 136 kg N ha−1 with PE as the pre-crop, and from 33 to 110 kg N ha−1 with CE. All CC reduced N leaching compared with the control, a bare fallow over autumn/winter. Of the various CC, the frost-killed CC showed higher leaching compared with the other CCs, indicating mineralisation of the CC residue in the later autumn/winter period. The process based APSIM (Agricultural Production SIMulator) model was used to simulate N cycling for a cereal grain legume rotation, including a frost-killed and a frost resistant CC. While the model simulated the biomass and the N uptake by the crops, as well as the reduction of N leaching with the use of CC well, it under-estimated N leaching from the frost-killed CC. The study showed that all CC were affective at reducing N leaching, but winter hard catch crops should be preferred, as there is a risk of increased leaching following the mineralisation of residues from frost-killed CC.
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Barčauskaitė K, Žydelis R, Mažeika R. Screening of chemical composition and risk index of different origin composts produced in Lithuania. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2020; 27:24480-24494. [PMID: 32304063 DOI: 10.1007/s11356-020-08605-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/16/2020] [Accepted: 03/26/2020] [Indexed: 06/11/2023]
Abstract
The application of composts could be accompanied by potential hazards to soil and humans, caused by heavy metals and organic persistent pollutants. A total of 115 compost samples from four different origins (green waste composts, sewage sludge composts, mixed municipal waste composts after mechanical-biological treatment and mixed municipal waste compost) were collected to analyse the chemical composition, nutrients levels, seven heavy metals, 15 polycyclic aromatic hydrocarbons (PAHs) and seven polychlorobiphenyls (PCBs). Simulation models were used to estimate the heavy metal accumulation risk in soil and to evaluate the potential ecological risk to environment. After analysing chemical parameters of compost quality, it was found that sewage sludge composts contained the highest amounts of nitrogen (2.98%), phosphorus (4.44%) and organic matter (47.6%), and the highest potassium content (1.20%) was found in mixed municipal composts after mechanical-biological treatment. After having tested all the composts, green waste composts had the lowest content of the following nutrients: nitrogen, phosphorus, potassium and sulphur. High molecular weight PAHs dominated in green waste, sewage sludge and mixed municipal waste composts, and the opposite tendency was observed on mixed municipal waste composts after mechanical-biological treatment; low molecular weight PAHs were abundant. It was determined that, according to the total amount of 15 PAHs (16.54 mg kg-1 d.w.) and 7 PCBs (233.53 μg kg-1 d.w.), the most contaminated composts were produced from mixed municipal waste. As it was expected, the lowest level of PCBs (13.85 μg kg-1 d.w.) was found in green waste composts. Monte Carlo simulations showed that the shortest period in which zinc concentration in soil could increase twice is 2 years when applying continuously mixed municipal waste compost after mechanical-biological treatment. Based on Monte Carlo simulation results from repeated application of green waste composts, mixed municipal waste compost and mixed municipal waste compost after mechanical-biological treatment could double the soil background level of copper in 6 and 3 years respectively. Reducing the content of heavy metals in composts would be of great significance for minimising the damage caused by them.
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Affiliation(s)
- Karolina Barčauskaitė
- Lithuanian Research Centre for Agriculture and Forestry Instituto Al. 1, Akademija, Kėdainiai Distr, Lithuania.
| | - Renaldas Žydelis
- Lithuanian Research Centre for Agriculture and Forestry Instituto Al. 1, Akademija, Kėdainiai Distr, Lithuania
| | - Romas Mažeika
- Lithuanian Research Centre for Agriculture and Forestry Instituto Al. 1, Akademija, Kėdainiai Distr, Lithuania
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