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Inácio M, Baltranaitė E, Meišutovič-Akhtarieva M, Barceló D, Zhao W, Pereira P. Mapping agricultural ecosystem services. A systematic review. THE SCIENCE OF THE TOTAL ENVIRONMENT 2025; 981:179499. [PMID: 40328062 DOI: 10.1016/j.scitotenv.2025.179499] [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: 02/20/2025] [Revised: 04/15/2025] [Accepted: 04/19/2025] [Indexed: 05/08/2025]
Abstract
Agriculture is one of the major drivers of land degradation and climate change. It is known that it can have positive impacts on provisioning ecosystem services (ES) (e.g., food production); however, it has as well detrimental effects on regulation and maintenance (e.g., carbon sequestration) and cultural ES (e.g., landscape aesthetics). Mapping helps us to understand the spatio-temporal impacts on agriculture ES. Nevertheless, no global assessment on mapping agriculture ES was conducted. To fill this gap, this work aims to review the studies systematically focused on mapping agriculture ES, following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses statement protocol. Overall, 52 studies were considered in this analysis. The results showed an increase in research from 2013 to 2024, mainly developed in Europe and Asia, with a special focus on the rural regions of the countries. Most studies did not follow a specific ES classification, focused on ES supply and assessed one ES dimension. Cultivated terrestrial plants for nutrition, materials or energy was the most mapped provisioning ES group. Regulation of baseline flows and extreme events and Intellectual and representative interactions with the natural environment were the most analysed regulation & maintenance and cultural ES groups, respectively. Regarding the methodology, the majority of studies applied mixed approaches. Finally, a large proportion of works did not consider any tradeoffs, drivers of change, and future predictions and did not validate the obtained ES model results. This work is key to understanding the areas where agricultural ES were mapped and supporting policymaking to identify informed decisions.
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Affiliation(s)
- Miguel Inácio
- Environmental Management Laboratory, Mykolas Romeris University, Vilnius, Lithuania; Research Institute for Analytical Instrumentation, INCDO INOE, Cluj-Napoca, Romania.
| | - Eglė Baltranaitė
- Environmental Management Laboratory, Mykolas Romeris University, Vilnius, Lithuania
| | | | - Damià Barceló
- Department of Chemistry and Physics, University of Almería, Spain
| | - Wenwu Zhao
- State Key Laboratory of Earth Surface Processes and Resource Ecology, Faculty of Geographical Science, Beijing Normal University, Beijing 100875, China; Institute of Land Surface System and Sustainable Development, Faculty of Geographical Science, Beijing Normal University, Beijing 100875, China
| | - Paulo Pereira
- Environmental Management Laboratory, Mykolas Romeris University, Vilnius, Lithuania; Research Institute for Analytical Instrumentation, INCDO INOE, Cluj-Napoca, Romania
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Ma D, Peng S, Lin Z, Huang B, Zhu Z, Shi S. Identification of high-risk soil erosion areas in the central Yunnan urban agglomeration and the differentiated driving mechanisms compared to the overall agglomeration. Sci Rep 2025; 15:16968. [PMID: 40374772 PMCID: PMC12081683 DOI: 10.1038/s41598-025-01443-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2024] [Accepted: 05/06/2025] [Indexed: 05/18/2025] Open
Abstract
Revealing the complex driving mechanisms of soil erosion is essential for assessing regional ecological security. Focusing on the Central Yunnan Urban Agglomeration (CYUA), a typical mountainous urban region, this study analyzed the spatiotemporal dynamics of soil erosion from 1990 to 2020 using the RUSLE model and the Improved Stability Mapping (STD) method, identifying high-risk soil erosion areas. Additionally, it applied the OPGD and MGWR models to reveal differentiated driving mechanisms of soil erosion across the urban agglomeration and in high-risk zones. The results indicated that (1) over the past three decades, approximately 27.56% of the CYUA experienced soil erosion, with moderate and high-intensity erosion accounting for 7.04% and 3.83%, respectively. Soil erosion increased continuously from 1990 to 2000 but showed significant improvement after 2000. (2) High-risk areas identified using the improved STD method were primarily distributed along riverbanks, which are highly sensitive to external disturbances. (3) Slope and vegetation were the key factors affecting the overall soil erosion pattern in the urban agglomeration, while rainfall and vegetation were the dominant influencing factors in high-risk areas, where spatial heterogeneity of driving factors was lower than in the general region. (4) Vegetation cover had a significant mitigating effect on soil erosion, making increased vegetation coverage an effective strategy for soil and water conservation. This study provides new insights for soil erosion risk assessment and offers a scientific basis for regional soil erosion control and ecological restoration.
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Affiliation(s)
- Dongling Ma
- Faculty of Geography, Yunnan Normal University, Kunming, 650500, China
- GIS Technology Engineering Research Centre for West-China Resources and Environment of Educational Ministry, Kunming, 650500, China
| | - Shuangyun Peng
- Faculty of Geography, Yunnan Normal University, Kunming, 650500, China.
- GIS Technology Engineering Research Centre for West-China Resources and Environment of Educational Ministry, Kunming, 650500, China.
| | - Zhiqiang Lin
- Faculty of Geography, Yunnan Normal University, Kunming, 650500, China
- GIS Technology Engineering Research Centre for West-China Resources and Environment of Educational Ministry, Kunming, 650500, China
| | - Bangmei Huang
- , Kunming No. 10 High School, Kunming, 650011, China
| | - Ziyi Zhu
- Faculty of Geography, Yunnan Normal University, Kunming, 650500, China
- GIS Technology Engineering Research Centre for West-China Resources and Environment of Educational Ministry, Kunming, 650500, China
| | - Shuangfu Shi
- Faculty of Geography, Yunnan Normal University, Kunming, 650500, China
- GIS Technology Engineering Research Centre for West-China Resources and Environment of Educational Ministry, Kunming, 650500, China
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Xiong M, Li J, Sun R. Unraveling the paradox of soil erosion and conservation: Insights from China. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 955:177134. [PMID: 39461519 DOI: 10.1016/j.scitotenv.2024.177134] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/25/2024] [Revised: 09/04/2024] [Accepted: 10/19/2024] [Indexed: 10/29/2024]
Abstract
Analyzing the drivers of soil conservation (SC) service is crucial for ecosystem restoration. However, previous studies often overlook the relationship between soil erosion and SC. In this study, we applied the revised universal soil loss equation (RUSLE) model to analyze the spatiotemporal trends and driving forces of SC service across China from 1990 to 2019. The results indicate that both soil erosion and SC service have exhibited overall increasing trends over the past 30 years. The average SC amount increased 21.3 % from 1990s to 2010s. The average total SC amount and capacity were 229.95 billion t a-1 and 242.91 t ha-1 a-1, respectively. Spatial analysis reveals significant regional variability, with 26.6 % of the land area experiencing fluctuations in SC, these regions contribute to 87.5 % of the total SC amount in the country. We developed a classification system with six patterns to assess the impacts of climate change and human activities on SC. Patterns dominated by climate change exhibit consistent trends in soil erosion and SC service, whereas those dominated by human activities show opposite trends. When climate change and human activities interact, the relationship becomes more complex. Climate change has the most significant influence on SC alterations, affecting 77.1 % of areas with SC changes, while human activities also play a notable role. Although regions primarily impacted by human activities account for only 1.8 % of the total area, they represent 45,200 km2. The remaining 21.1 % of areas are influenced by both climate change and human activities, highlighting the importance of human activities in 22.9 % of areas with SC changes. These findings underscore the synergistic effects of climate change and human activities on SC in China, providing a foundation for future research and the development of targeted SC strategies.
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Affiliation(s)
- Muqi Xiong
- Key Laboratory of Water Cycle and Related Land Surface Processes, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China
| | - Jialei Li
- State Key Laboratory of Urban and Regional Ecology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing 100085, China; Appraisal Center for Environment and Engineering, Ministry of Ecology and Environment of the People's Republic of China, Beijing, 100041, China
| | - Ranhao Sun
- State Key Laboratory of Urban and Regional Ecology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing 100085, China; College of Resource and Environment, University of Chinese Academy of Sciences, Beijing 100049, China.
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Locke MA, Witthaus LM, Lizotte RE, Heintzman LJ, Moore MT, O'Reilly A, Wells RR, Langendoen EJ, Bingner RL, Gholson DM, Taylor JM, Johnson FE. The LTAR Cropland Common Experiment in the Lower Mississippi River Basin. JOURNAL OF ENVIRONMENTAL QUALITY 2024; 53:957-967. [PMID: 38816346 DOI: 10.1002/jeq2.20577] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Accepted: 04/30/2024] [Indexed: 06/01/2024]
Abstract
The Lower Mississippi River Basin Long-Term Agroecosystem Research Site (LMRB-LTAR) encompasses six states from Missouri to the Gulf of Mexico and is coordinated by the USDA-ARS National Sedimentation Laboratory, Oxford, MS. The overarching goal of LTAR is to assess regionally diverse and geographically scalable farming practices for enhanced sustainability of agroecosystem goods and services under changing environment and resource-use conditions. The LMRB-LTAR overall goal is to assess sustainable row crop agricultural production systems that integrate regional environmental and socioeconomic needs. Primary row crops in the region include soybeans, corn, cotton, rice, and sugarcane with crop rotations influenced by commodity crop price and other factors. The field-scale common experiment (CE) includes four row crop farms (26-101 ha) established in 2021 and 2023. Three fields are managed with alternative practices, including reduced tillage, cover crops, and automated prescription irrigation, and three fields are managed with prevailing farming practices, consisting of conventional tillage, no cover crop, and nonprescription irrigation. Treatment effects on crop productivity, soil quality, water use efficiency, water quality, and carbon storage are assessed. Research from the LMRB CE will deliver outcomes linked to overarching LTAR network goals, including innovative agricultural systems, strengthened partnerships, data management technologies, and precision environmental tools.
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Affiliation(s)
- Martin A Locke
- USDA-ARS National Sedimentation Laboratory, Oxford, Mississippi, USA
| | - Lindsey M Witthaus
- Water Quality and Ecology Research Unit, USDA-ARS National Sedimentation Laboratory, Oxford, Mississippi, USA
| | - Richard E Lizotte
- Water Quality and Ecology Research Unit, USDA-ARS National Sedimentation Laboratory, Oxford, Mississippi, USA
| | - Lucas J Heintzman
- Water Quality and Ecology Research Unit, USDA-ARS National Sedimentation Laboratory, Oxford, Mississippi, USA
| | - Matthew T Moore
- Water Quality and Ecology Research Unit, USDA-ARS National Sedimentation Laboratory, Oxford, Mississippi, USA
| | - Andrew O'Reilly
- Watershed Physical Processes Research Unit, USDA-ARS National Sedimentation Laboratory, Oxford, Mississippi, USA
| | - Robert R Wells
- Watershed Physical Processes Research Unit, USDA-ARS National Sedimentation Laboratory, Oxford, Mississippi, USA
| | - Eddy J Langendoen
- Watershed Physical Processes Research Unit, USDA-ARS National Sedimentation Laboratory, Oxford, Mississippi, USA
| | - Ronald L Bingner
- Watershed Physical Processes Research Unit, USDA-ARS National Sedimentation Laboratory, Oxford, Mississippi, USA
| | - Drew M Gholson
- National Center for Alluvial Aquifer Research, Mississippi State University Delta Research and Extension Center, Stoneville, Mississippi, USA
| | - Jason M Taylor
- Water Quality and Ecology Research Unit, USDA-ARS National Sedimentation Laboratory, Oxford, Mississippi, USA
| | - Frank E Johnson
- Water Quality and Ecology Research Unit, USDA-ARS National Sedimentation Laboratory, Oxford, Mississippi, USA
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Gou X, Hu Y, Ni H, Wang X, Qiu L, Chang X, Shao M, Wei G, Wei X. Arbuscular mycorrhizal fungi alleviate erosional soil nitrogen loss by regulating nitrogen cycling genes and enzymes in experimental agro-ecosystems. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 906:167425. [PMID: 37774877 DOI: 10.1016/j.scitotenv.2023.167425] [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: 09/06/2023] [Revised: 09/17/2023] [Accepted: 09/26/2023] [Indexed: 10/01/2023]
Abstract
Nutrient losses from agricultural ecosystems are increasingly threatening global environmental and human health. Although arbuscular mycorrhizal (AM) fungi have the potential to regulate soil nitrogen (N) loss by enhancing plant uptake and soil particle immobilization, the microbial mechanism behind such mycorrhizal effect is unknown. Herein, by conducting a simulated erosion experiment, we compared the effects of exogenous AM fungal inoculation (Funneliformis mosseae) on the gene abundances and enzyme activities of N-cycling processes, and associated such effect to N uptake and loss. The experiment was composed of combinations of two AM fungal treatments (control vs. AM fungal inoculation), two crops (maize vs. soybean) and two slopes of the plots (6° vs. 20°). The experimental plots subjected to natural rainfalls to simulate the erosion events. We showed that the effects of AM fungi were greater in the maize soils than in the soybean soils. In the maize soils, AM fungi increased the abundances of N-fixing (+81.1 %) and nitrifying genes (+200.7 %) and N cycling enzyme activity (+22.3 %). In the soybean soils, AM fungi increased the N-fixing gene abundance (+36.9 %) but decreased the abundance of nitrifying genes (-18.9 %). The abundance of N-fixing gene was positively correlated with N uptake but negatively correlated with N loss. Additionally, AM fungi enhanced the effects of mycorrhizal colonization and moisture but decreased the effects of nutrients on soil microbial metrics related to N-cycling processes. Therefore, AM fungal inoculation enhanced N uptake and reduced N loss by increasing N-fixing gene abundance, and that AM fungi should be preferably used for the low N environments or for the ecosystems highly limited by or competing for N.
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Affiliation(s)
- Xiaomei Gou
- State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, the Research Center of Soil and Water Conservation and Ecological Environment, Chinese Academy of Sciences and Ministry of Education, Yangling, Shaanxi 712100, China; Institute of Soil and Water Conservation, Chinese Academy of Sciences and Ministry of Water Resources, Yangling, Shaanxi 712100, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Yaxian Hu
- State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, the Research Center of Soil and Water Conservation and Ecological Environment, Chinese Academy of Sciences and Ministry of Education, Yangling, Shaanxi 712100, China; Institute of Soil and Water Conservation, Chinese Academy of Sciences and Ministry of Water Resources, Yangling, Shaanxi 712100, China; College of Soil & Water Conservation Science and Engineering, Northwest A&F University, Yangling, Shaanxi 712100, China
| | - Huaqian Ni
- College of Soil & Water Conservation Science and Engineering, Northwest A&F University, Yangling, Shaanxi 712100, China
| | - Xiang Wang
- College of Soil & Water Conservation Science and Engineering, Northwest A&F University, Yangling, Shaanxi 712100, China; College of Land Science and Technology, China Agricultural University, Beijing 100193, China
| | - Liping Qiu
- State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, the Research Center of Soil and Water Conservation and Ecological Environment, Chinese Academy of Sciences and Ministry of Education, Yangling, Shaanxi 712100, China; Institute of Soil and Water Conservation, Chinese Academy of Sciences and Ministry of Water Resources, Yangling, Shaanxi 712100, China; College of Soil & Water Conservation Science and Engineering, Northwest A&F University, Yangling, Shaanxi 712100, China
| | - Xingchen Chang
- College of Soil & Water Conservation Science and Engineering, Northwest A&F University, Yangling, Shaanxi 712100, China
| | - Mingan Shao
- State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, the Research Center of Soil and Water Conservation and Ecological Environment, Chinese Academy of Sciences and Ministry of Education, Yangling, Shaanxi 712100, China; College of Soil & Water Conservation Science and Engineering, Northwest A&F University, Yangling, Shaanxi 712100, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Gehong Wei
- State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, the Research Center of Soil and Water Conservation and Ecological Environment, Chinese Academy of Sciences and Ministry of Education, Yangling, Shaanxi 712100, China; College of Soil & Water Conservation Science and Engineering, Northwest A&F University, Yangling, Shaanxi 712100, China.
| | - Xiaorong Wei
- State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, the Research Center of Soil and Water Conservation and Ecological Environment, Chinese Academy of Sciences and Ministry of Education, Yangling, Shaanxi 712100, China; College of Soil & Water Conservation Science and Engineering, Northwest A&F University, Yangling, Shaanxi 712100, China; University of Chinese Academy of Sciences, Beijing 100049, China.
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Eldeeb MA, Dhamu VN, Paul A, Muthukumar S, Prasad S. Espial: Electrochemical Soil pH Sensor for In Situ Real-Time Monitoring. MICROMACHINES 2023; 14:2188. [PMID: 38138357 PMCID: PMC10745296 DOI: 10.3390/mi14122188] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Revised: 11/24/2023] [Accepted: 11/29/2023] [Indexed: 12/24/2023]
Abstract
We present a first-of-its-kind electrochemical sensor that demonstrates direct real-time continuous soil pH measurement without any soil pre-treatment. The sensor functionality, performance, and in-soil dynamics have been reported. The sensor coating is a composite matrix of alizarin and Nafion applied by drop casting onto the working electrode. Electrochemical impedance spectroscopy (EIS) and squarewave voltammetry (SWV) studies were conducted to demonstrate the functionality of each method in accurately detecting soil pH. The studies were conducted on three different soil textures (clay, sandy loam, and loamy clay) to cover the range of the soil texture triangle. Squarewave voltammetry showed pH-dependent responses regardless of soil texture (while electrochemical impedance spectroscopy's pH detection range was limited and dependent on soil texture). The linear models showed a sensitivity range from -50 mV/pH up to -66 mV/pH with R2 > 0.97 for the various soil textures in the pH range 3-9. The validation of the sensor showed less than a 10% error rate between the measured pH and reference pH for multiple different soil textures including ones that were not used in the calibration of the sensor. A 7-day in situ soil study showed the capability of the sensor to measure soil pH in a temporally dynamic manner with an error rate of less than 10%. The test was conducted using acidic and alkaline soils with pH values of 5.05 and 8.36, respectively.
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Affiliation(s)
- Mohammed A. Eldeeb
- Department of Bioengineering, University of Texas at Dallas, Richardson, TX 75080, USA
| | | | - Anirban Paul
- Department of Bioengineering, University of Texas at Dallas, Richardson, TX 75080, USA
| | | | - Shalini Prasad
- Department of Bioengineering, University of Texas at Dallas, Richardson, TX 75080, USA
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Mondal S, Chakraborty D. Root growth and physiological responses in wheat to topsoil and subsoil compaction with or without artificial vertical macropores. Heliyon 2023; 9:e18834. [PMID: 37576250 PMCID: PMC10415892 DOI: 10.1016/j.heliyon.2023.e18834] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Revised: 07/25/2023] [Accepted: 07/31/2023] [Indexed: 08/15/2023] Open
Abstract
The process of soil compaction can cause various stresses on roots, ultimately limiting their growth and development within the soil. Understanding this phenomenon in real-world conditions can be challenging since the growth of roots is influenced by the soil environment. To investigate this issue, four experiments were conducted to examine the impact of topsoil (two in pots: with clay loam and sandy loam soils under two soil water regimes) and subsoil (in rhizobox: one with clay loam soil and the other with sandy loam soil, containing artificial vertical macropores) compaction on the relationship between edaphic factors and the physiological response of wheat roots. The topsoil compaction reduced root length, volume, and weight by 30-50% and the root diameter by ∼15% compared to the non-compact soil. The effect was reduced in the soil with higher clay content (clay loam), especially under the limited soil water condition. Plant physiological responses were adversely affected by compaction with a reduction in plant height. The transpiration rate was highly impacted (21-47% reduction) with the build-up of intercellular CO2 content in leaves (13-31%), especially with limited water applications. Root growth was severely restricted (>60%) in the compact subsoil layer, although the surface area and volume of roots increased in the overlying non-compact layer. Naturally occurring or artificial vertical macropores acted as escape channels, facilitating the roots to pass through the compact subsoil and grow abundantly in the loose soil below. However, plants in field conditions encounter a mix of loose and compact soil zones. By studying how roots respond to this soil heterogeneity, we can develop strategies to reduce the negative effects of soil compaction.
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Affiliation(s)
| | - Debashis Chakraborty
- Division of Agricultural Physics, ICAR Indian Agricultural Research Institute, New Delhi, 110 012, India
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Farm vehicles approaching weights of sauropods exceed safe mechanical limits for soil functioning. Proc Natl Acad Sci U S A 2022; 119:e2117699119. [PMID: 35576469 PMCID: PMC9173810 DOI: 10.1073/pnas.2117699119] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Mechanization has greatly contributed to the success of modern agriculture, with vastly expanded food production capabilities achieved by the higher capacity of farm machinery. However, the increase in capacity has been accompanied by higher vehicle weights that increase risks of subsoil compaction. We show here that while surface contact stresses remained nearly constant over the course of modern mechanization, subsoil stresses have propagated into deeper soil layers and now exceed safe mechanical limits for soil ecological functioning. We developed a global map for delineating subsoil compaction susceptibility based on estimates of mechanization level, mean tractor size, soil texture, and climatic conditions. The alarming trend of chronic subsoil compaction risk over 20% of arable land, with potential loss of productivity, calls for a more stringent design of farm machinery that considers intrinsic subsoil mechanical limits. As the total weight of modern harvesters is now approaching that of the largest animals that walked Earth, the sauropods, a paradox emerges of potential prehistoric subsoil compaction. We hypothesize that unconstrained roaming of sauropods would have had similar adverse effects on land productivity as modern farm vehicles, suggesting that ecological strategies for reducing subsoil compaction, including fixed foraging trails, must have guided these prehistoric giants.
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Soil Compaction Prevention, Amelioration and Alleviation Measures Are Effective in Mechanized and Smallholder Agriculture: A Meta-Analysis. LAND 2022. [DOI: 10.3390/land11050645] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
Background: The compaction of subsoils in agriculture is a threat to soil functioning. Measures aimed at the prevention, amelioration, and/or impact alleviation of compacted subsoils have been studied for more than a century, but less in smallholder agriculture. Methods: A meta-analysis was conducted to quantitatively examine the effects of the prevention, amelioration, and impact alleviation measures in mechanized and small-holder agriculture countries, using studies published during 2000~2019/2020. Results: Mean effect sizes of crop yields were large for controlled traffic (+34%) and irrigation (+51%), modest for subsoiling, deep ploughing, and residue return (+10%), and negative for no-tillage (−6%). Mean effect sizes of soil bulk density were small (<10%), suggesting bulk density is not a sensitive ‘state’ indicator. Mean effect sizes of penetration resistance were relatively large, with large variations. Controlled traffic had a larger effect in small-holder farming than mechanized agriculture. Conclusion: We found no fundamental differences between mechanized and smallholder agriculture in the mean effect sizes of the prevention, amelioration, and impact alleviation measures. Measures that prevent soil compaction are commonly preferred, but amelioration and alleviation are often equally needed and effective, depending on site-specific conditions. A toolbox of soil compaction prevention, amelioration, and alleviation measures is needed, for both mechanized and smallholder agriculture.
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