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da Rosa Ferraz Jardim AM, de Morais JEF, de Souza LSB, da Silva TGF. Understanding interactive processes: a review of CO 2 flux, evapotranspiration, and energy partitioning under stressful conditions in dry forest and agricultural environments. ENVIRONMENTAL MONITORING AND ASSESSMENT 2022; 194:677. [PMID: 35974211 DOI: 10.1007/s10661-022-10339-7] [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: 06/07/2022] [Accepted: 08/06/2022] [Indexed: 06/15/2023]
Abstract
Arid and semiarid environments are characterized by low water availability (e.g., in soil and atmosphere), high air temperature, and irregularity in the spatio-temporal distribution of rainfall. In addition to the economic and environmental consequences, drought also causes physiological damage to crops and compromises their survival in ecosystems. The removal of vegetation is responsible for altering the energy exchange of heat and water in natural ecosystems and agricultural areas. The fluxes of CO2 are also changed, and environments with characteristics of sinks, which can be sources of CO2 after anthropic disturbances. These changes can be measured through methods such as sap flow, eddy covariance, remote sensing, and energy balance. Despite the relevance of each method mentioned above, there are limitations in their applications that must be respected. Thus, this review aims to quantify the processes and changes of energy fluxes, CO2, and their interactions with the surfaces of terrestrial ecosystems in dry environments. Studies report that the use of methods that integrate data from climate monitoring towers and remote sensing products helps to improve the accuracy of the determination of energy fluxes on a global scale, also helping to reduce the dissimilarity of results obtained individually. Through the collection of works in the literature, it is reported that several areas of the Brazilian Caatinga biome, which is a Seasonally Dry Tropical Forest have been suffering from changes in land use and land cover. Similar fluxes of sensible heat in areas with cacti and Caatinga can be observed in studies. On the other hand, one of the variables influenced mainly by air temperature is net radiation. In dry forest areas, woody species can store large amounts of carbon in their biomass above and belowground. The use of cacti can modify the local carbon budget when using tree crops together. Therefore, the study highlights the complexity and severity of land degradation and changes in CO2, water, and energy fluxes in dry environments with areas of forest, grassland, and cacti. Vegetation energy balance is also a critical factor, as these simulations are helpful for use in forecasting weather or climate change. We also highlight the need for more studies that address environmental conservation techniques and cactus in the conservation of degraded areas.
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Affiliation(s)
- Alexandre Maniçoba da Rosa Ferraz Jardim
- Department of Agricultural Engineering, Federal Rural University of Pernambuco, Dom Manoel de Medeiros avenue, s/n, Dois Irmãos, Recife, Pernambuco, 52171-900, Brazil.
- Academic Unit of Serra Talhada, Federal Rural University of Pernambuco, Gregório Ferraz Nogueira avenue, s/n, Serra Talhada, Pernambuco, 56909-535, Brazil.
| | - José Edson Florentino de Morais
- Academic Unit of Serra Talhada, Federal Rural University of Pernambuco, Gregório Ferraz Nogueira avenue, s/n, Serra Talhada, Pernambuco, 56909-535, Brazil
| | - Luciana Sandra Bastos de Souza
- Academic Unit of Serra Talhada, Federal Rural University of Pernambuco, Gregório Ferraz Nogueira avenue, s/n, Serra Talhada, Pernambuco, 56909-535, Brazil
| | - Thieres George Freire da Silva
- Academic Unit of Serra Talhada, Federal Rural University of Pernambuco, Gregório Ferraz Nogueira avenue, s/n, Serra Talhada, Pernambuco, 56909-535, Brazil
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Using Remote Sensing to Quantify the Joint Effects of Climate and Land Use/Land Cover Changes on the Caatinga Biome of Northeast Brazilian. REMOTE SENSING 2022. [DOI: 10.3390/rs14081911] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Caatinga biome, located in the Brazilian semi-arid region, is the most populous semi-arid region in the world, causing intensification in land degradation and loss of biodiversity over time. The main objective of this paper is to determine and analyze the changes in land cover and use, over time, on the biophysical parameters in the Caatinga biome in the semi-arid region of Brazil using remote sensing. Landsat-8 images were used, along with the Surface Energy Balance Algorithm for Land (SEBAL) in the Google Earth Engine platform, from 2013 to 2019, through spatiotemporal modeling of vegetation indices, i.e., leaf area index (LAI) and vegetation cover (VC). Moreover, land surface temperature (LST) and actual evapotranspiration (ETa) in Petrolina, the semi-arid region of Brazil, was used. The principal component analysis was used to select descriptive variables and multiple regression analysis to predict ETa. The results indicated significant effects of land use and land cover changes on energy balances over time. In 2013, 70.2% of the study area was composed of Caatinga, while the lowest percentages were identified in 2015 (67.8%) and 2017 (68.7%). Rainfall records in 2013 ranged from 270 to 480 mm, with values higher than 410 mm in 46.5% of the study area, concentrated in the northern part of the municipality. On the other hand, in 2017 the lowest annual rainfall values (from 200 to 340 mm) occurred. Low vegetation cover rate was observed by LAI and VC values, with a range of 0 to 25% vegetation cover in 52.3% of the area, which exposes the effects of the dry season on vegetation. The highest LST was mainly found in urban areas and/or exposed soil. In 2013, 40.5% of the region’s area had LST between 48.0 and 52.0 °C, raising ETa rates (~4.7 mm day−1). Our model has shown good outcomes in terms of accuracy and concordance (coefficient of determination = 0.98, root mean square error = 0.498, and Lin’s concordance correlation coefficient = 0.907). The significant increase in agricultural areas has resulted in the progressive reduction of the Caatinga biome. Therefore, mitigation and sustainable planning is vital to decrease the impacts of anthropic actions.
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Jucá TL, Oliveira Normando LR, Ibrahim AB, Chapeaurouge A, Cristina de Oliveira Monteiro-Moreira A, Mackessy SP. Drought, desertification and poverty: A geospatial analysis of snakebite envenoming in the Caatinga biome of Brazil. Int J Health Plann Manage 2021; 36:1685-1696. [PMID: 34037270 DOI: 10.1002/hpm.3180] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2021] [Revised: 03/29/2021] [Accepted: 04/07/2021] [Indexed: 11/09/2022] Open
Abstract
Epidemiological data on snakebite in the Brazilian state of Ceará are scarce, as the only report on this subject was last published in 1997. However, according to the Brazilian system of recording disease incidents (Sistema de Informação de Agravos de Notificação [SINAN]), more than 13,000 snakebites have been registered since 2001 in the state of Ceará, making this disease an important public health issue. In the present study, we evaluate the influence of environmental changes, including drought and desertification, on the risk of snakebite envenoming in the Brazilian northeastern state of Ceará. We compare public data on snakebites from Brazilian Epidemiological Surveillance System (DATASUS), rainfall records, advanced desertification maps, pastures and socioeconomic information of the 184 municipals in Ceará between 2001 and 2017. During the period of investigation, 8,945 snakebites were recorded, the majority (93.8%) of which involved venomous snakes. Almost half of the municipals (48%) had 100 incidences or more per 100,000 inhabitants. Data collected also highlight month-to-month occurrences of snakebites, with trends to rise shortly after the onset of precipitation, peaking in July and then trending downward as rainfall decreases, reaching the lowest level in December. We deduce an inverse relationship between Human Development Index (HDI) and snakebites per area. Spearman correlation and principal component analysis support the hypothesis that water scarcity and desertification are linked to increased risk of snakebite envenoming. Our study indicates that besides poverty, dry and desertified areas represent risk factors associated with increased incidence of snakebite envenoming in the state of Ceará.
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Affiliation(s)
- Thiago L Jucá
- Experimental Biology Centre (NUBEX), University of Fortaleza (UNIFOR), Fortaleza, Ceará, Brazil
| | | | - Abdulrazak B Ibrahim
- Department of Biochemistry, Ahmadu Bello University, Nigeria/Forum for Agricultural Research in Africa (FARA), Accra, Ghana
| | - Alex Chapeaurouge
- Oswaldo Cruz Foundation (Fiocruz), Mangabeira, Eusébio, Ceará, Brazil
| | | | - Stephen P Mackessy
- School of Biological Sciences, University of Northern Colorado, Greeley, Colorado, USA
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Mendes KR, Campos S, da Silva LL, Mutti PR, Ferreira RR, Medeiros SS, Perez-Marin AM, Marques TV, Ramos TM, de Lima Vieira MM, Oliveira CP, Gonçalves WA, Costa GB, Antonino ACD, Menezes RSC, Bezerra BG, Santos E Silva CM. Seasonal variation in net ecosystem CO 2 exchange of a Brazilian seasonally dry tropical forest. Sci Rep 2020; 10:9454. [PMID: 32528124 PMCID: PMC7289890 DOI: 10.1038/s41598-020-66415-w] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2020] [Accepted: 04/20/2020] [Indexed: 11/14/2022] Open
Abstract
Forest ecosystems sequester large amounts of atmospheric CO2, and the contribution from seasonally dry tropical forests is not negligible. Thus, the objective of this study was to quantify and evaluate the seasonal and annual patterns of CO2 exchanges in the Caatinga biome, as well as to evaluate the ecosystem condition as carbon sink or source during years. In addition, we analyzed the climatic factors that control the seasonal variability of gross primary production (GPP), ecosystem respiration (Reco) and net ecosystem CO2 exchange (NEE). Results showed that the dynamics of the components of the CO2 fluxes varied depending on the magnitude and distribution of rainfall and, as a consequence, on the variability of the vegetation state. Annual cumulative NEE was significantly higher (p < 0.01) in 2014 (−169.0 g C m−2) when compared to 2015 (−145.0 g C m−2) and annual NEP/GPP ratio was 0.41 in 2014 and 0.43 in 2015. Global radiation, air and soil temperature were the main factors associated with the diurnal variability of carbon fluxes. Even during the dry season, the NEE was at equilibrium and the Caatinga acted as an atmospheric carbon sink during the years 2014 and 2015.
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Affiliation(s)
- Keila R Mendes
- Climate Sciences Post-graduate Program, Federal University of Rio Grande do Norte, Av. Senador Salgado Filho, 3000, Zip Code 59078-970, Lagoa Nova, Natal, Brazil.
| | - Suany Campos
- Climate Sciences Post-graduate Program, Federal University of Rio Grande do Norte, Av. Senador Salgado Filho, 3000, Zip Code 59078-970, Lagoa Nova, Natal, Brazil
| | - Lindenberg L da Silva
- Meteorology Post-graduate Program, Federal University of Campina Grande, Rua Aprígio Veloso, 882, Zip Code 58429-900, Universitário, Campina Grande, Brazil
| | - Pedro R Mutti
- Climate Sciences Post-graduate Program, Federal University of Rio Grande do Norte, Av. Senador Salgado Filho, 3000, Zip Code 59078-970, Lagoa Nova, Natal, Brazil
| | - Rosaria R Ferreira
- Climate Sciences Post-graduate Program, Federal University of Rio Grande do Norte, Av. Senador Salgado Filho, 3000, Zip Code 59078-970, Lagoa Nova, Natal, Brazil
| | - Salomão S Medeiros
- National Institute of Semi-Arid, Av. Francisco Lopes de Almeida, s/n, Zip Code 58434-700, Serrotão, Campina Grande, Brazil
| | - Aldrin M Perez-Marin
- National Institute of Semi-Arid, Av. Francisco Lopes de Almeida, s/n, Zip Code 58434-700, Serrotão, Campina Grande, Brazil
| | - Thiago V Marques
- Climate Sciences Post-graduate Program, Federal University of Rio Grande do Norte, Av. Senador Salgado Filho, 3000, Zip Code 59078-970, Lagoa Nova, Natal, Brazil
| | - Tarsila M Ramos
- Department of Atmospheric and Climate Sciences, Federal University of Rio Grande do Norte, Av. Senador Salgado Filho, 3000, Zip Code 59078-970, Lagoa Nova, Natal, Brazil
| | - Mariana M de Lima Vieira
- Department of Atmospheric and Climate Sciences, Federal University of Rio Grande do Norte, Av. Senador Salgado Filho, 3000, Zip Code 59078-970, Lagoa Nova, Natal, Brazil
| | - Cristiano P Oliveira
- Climate Sciences Post-graduate Program, Federal University of Rio Grande do Norte, Av. Senador Salgado Filho, 3000, Zip Code 59078-970, Lagoa Nova, Natal, Brazil.,Department of Atmospheric and Climate Sciences, Federal University of Rio Grande do Norte, Av. Senador Salgado Filho, 3000, Zip Code 59078-970, Lagoa Nova, Natal, Brazil
| | - Weber A Gonçalves
- Climate Sciences Post-graduate Program, Federal University of Rio Grande do Norte, Av. Senador Salgado Filho, 3000, Zip Code 59078-970, Lagoa Nova, Natal, Brazil.,Department of Atmospheric and Climate Sciences, Federal University of Rio Grande do Norte, Av. Senador Salgado Filho, 3000, Zip Code 59078-970, Lagoa Nova, Natal, Brazil
| | - Gabriel B Costa
- Institute of Biodiversity and Forests, Federal University of Western Pará, UFOPA, Santarém, Pará, Brazil
| | - Antonio C D Antonino
- Federal University of Pernambuco, Department of Nuclear Energy, Recife, Pernambuco, Brazil
| | - Rômulo S C Menezes
- Federal University of Pernambuco, Department of Nuclear Energy, Recife, Pernambuco, Brazil
| | - Bergson G Bezerra
- Climate Sciences Post-graduate Program, Federal University of Rio Grande do Norte, Av. Senador Salgado Filho, 3000, Zip Code 59078-970, Lagoa Nova, Natal, Brazil.,Department of Atmospheric and Climate Sciences, Federal University of Rio Grande do Norte, Av. Senador Salgado Filho, 3000, Zip Code 59078-970, Lagoa Nova, Natal, Brazil
| | - Cláudio M Santos E Silva
- Climate Sciences Post-graduate Program, Federal University of Rio Grande do Norte, Av. Senador Salgado Filho, 3000, Zip Code 59078-970, Lagoa Nova, Natal, Brazil.,Department of Atmospheric and Climate Sciences, Federal University of Rio Grande do Norte, Av. Senador Salgado Filho, 3000, Zip Code 59078-970, Lagoa Nova, Natal, Brazil
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Chen P, Zhou M, Wang S, Luo W, Peng T, Zhu B, Wang T. Effects of afforestation on soil CH 4 and N 2O fluxes in a nsubtropical karst landscape. THE SCIENCE OF THE TOTAL ENVIRONMENT 2020; 705:135974. [PMID: 31841922 DOI: 10.1016/j.scitotenv.2019.135974] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/30/2019] [Revised: 12/04/2019] [Accepted: 12/05/2019] [Indexed: 06/10/2023]
Abstract
Afforestation is of importance for terrestrial carbon sequestration as well as soil and water conservation in karst landscapes. However, few studies have evaluated the effects of afforestation on soil CH4 and N2O emissions in subtropical karst areas. Thus, a year-round field experiment was conducted to quantify the effects of afforestation on soil CH4 and N2O fluxes from a subtropical karst landscape in South China. In this study, soil CH4 and N2O fluxes were simultaneously monitored using static chamber-gas chromatography from three paired sites, including a cropland site (SC) and adjacent sites at two stages of afforestation, a shrubland (SD) and a woodland (AF). The results showed that annual soil CH4 uptake for SC, SD, and AF sites were 1.53 ± 0.20 kg C ha-1 yr-1, 2.90 ± 0.20 kg C ha-1 yr-1, and 5.68 ± 0.18 kg C ha-1 yr-1, respectively. Afforestation (i.e., SD and AF sites) significantly increased soil CH4 uptake compared with the adjacent cropland. Annual soil N2O fluxes for SC, SD, and AF sites were 2.38 ± 0.17 kg N ha-1 yr-1, 0.94 ± 0.14 kg N ha-1 yr-1, and 0.47 ± 0.01 kg N ha-1 yr-1, respectively. Afforestation significantly decreased soil N2O fluxes compared with the adjacent cropland. The effects of afforestation on soil CH4 and N2O fluxes in the present study were mainly attributed to changes in soil characteristics, such as temperature and moisture, as these were significantly correlated with soil CH4 and N2O fluxes across different experimental sites. The present study highlights that afforestation is an effective land use management practice to mitigate non-CO2 greenhouse gas emissions from subtropical karst landscapes in South China.
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Affiliation(s)
- Ping Chen
- State Key Laboratory of Environmental Geochemistry, Institute of Geochemistry, Chinese Academy of Sciences, 550081 Guiyang, China; University of Chinese Academy of Sciences, 100049 Beijing, China; Puding Karst Ecosystem Research Station, Chinese Academy of Sciences, 562100 Puding, China
| | - Minghua Zhou
- Key Laboratory of Mountain Surface Processes and Ecological Regulation, Institute of Mountain Hazards and Environment, Chinese Academy of Sciences, 610041 Chengdu, China.
| | - Shijie Wang
- State Key Laboratory of Environmental Geochemistry, Institute of Geochemistry, Chinese Academy of Sciences, 550081 Guiyang, China; Puding Karst Ecosystem Research Station, Chinese Academy of Sciences, 562100 Puding, China
| | - Weijun Luo
- State Key Laboratory of Environmental Geochemistry, Institute of Geochemistry, Chinese Academy of Sciences, 550081 Guiyang, China; Puding Karst Ecosystem Research Station, Chinese Academy of Sciences, 562100 Puding, China
| | - Tao Peng
- State Key Laboratory of Environmental Geochemistry, Institute of Geochemistry, Chinese Academy of Sciences, 550081 Guiyang, China; Puding Karst Ecosystem Research Station, Chinese Academy of Sciences, 562100 Puding, China
| | - Bo Zhu
- Key Laboratory of Mountain Surface Processes and Ecological Regulation, Institute of Mountain Hazards and Environment, Chinese Academy of Sciences, 610041 Chengdu, China
| | - Tao Wang
- Key Laboratory of Mountain Surface Processes and Ecological Regulation, Institute of Mountain Hazards and Environment, Chinese Academy of Sciences, 610041 Chengdu, China
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Li J, Nie M, Pendall E. An incubation study of temperature sensitivity of greenhouse gas fluxes in three land-cover types near Sydney, Australia. THE SCIENCE OF THE TOTAL ENVIRONMENT 2019; 688:324-332. [PMID: 31233914 DOI: 10.1016/j.scitotenv.2019.06.206] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/12/2019] [Revised: 06/11/2019] [Accepted: 06/13/2019] [Indexed: 06/09/2023]
Abstract
Greenhouse gas (GHG) fluxes play crucial roles in regulating the Earth surface temperature. However, our understanding of the effect of land-cover and soil depth on the potential GHG fluxes and their temperature sensitivities (Q10) is limited, which consequently increases the uncertainty to predict GHG exchange between soils and the atmosphere. In the present study, we sampled soils with contrasting characteristics from three land-cover types (wetland, grassland, and forest) and soil depths (0-10, 10-20, and 20-30 cm) from the Cumberland Plain near Sydney, Australia, and incubated at optimal (60%) water holding capacity at three temperatures (15, 25, and 35 °C). Overall, GHG fluxes and Q10 values differed significantly among land-cover types and soil depths. CO2 and N2O emissions were highest in wetland followed by grassland and forest soils, and they decreased with soil depth. In contrast, CH4 uptake was highest in grassland followed by forest and wetland soils, and it increased with soil depth. Combining the three major GHGs, the global warming potential in soil from wetland was higher than that from grassland and forest. Moreover, Q10 values of CO2 and N2O emissions were: wetland > grassland > forest, while Q10 value of CH4 uptake showed the opposite pattern. Q10 values of CO2 and N2O emissions and CH4 uptake all increased with soil depth, demonstrating that subsoil has a higher potential for CO2 and N2O emissions and CH4 uptake in a warming climate. While these experiments were conducted under ideally controlled laboratory conditions, results suggest that the large carbon stocks in wetland soils are vulnerable to loss and thus may amplify climate warming; upland soils are crucial CH4 sinks and thus potentially mitigate climate change. In addition, the greater temperature sensitivities of CO2 and N2O emissions and CH4 uptake in subsoil should be accounted for in carbon and nitrogen cycling models.
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Affiliation(s)
- Jinquan Li
- Hawkesbury Institute for the Environment, Western Sydney University, Penrith, NSW 2751, Australia; Ministry of Education Key Laboratory for Biodiversity Science and Ecological Engineering, Coastal Ecosystems Research Station of the Yangtze River Estuary, Shanghai Institute of Eco-Chongming, Fudan University, Shanghai 200438, China
| | - Ming Nie
- Ministry of Education Key Laboratory for Biodiversity Science and Ecological Engineering, Coastal Ecosystems Research Station of the Yangtze River Estuary, Shanghai Institute of Eco-Chongming, Fudan University, Shanghai 200438, China
| | - Elise Pendall
- Hawkesbury Institute for the Environment, Western Sydney University, Penrith, NSW 2751, Australia.
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Biophysical, photochemical and biochemical characterization of a protease from Aspergillus tamarii URM4634. Int J Biol Macromol 2018; 118:1655-1666. [DOI: 10.1016/j.ijbiomac.2018.07.004] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2018] [Revised: 07/01/2018] [Accepted: 07/03/2018] [Indexed: 01/09/2023]
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Harris E, Ladreiter-Knauss T, Butterbach-Bahl K, Wolf B, Bahn M. Land-use and abandonment alters methane and nitrous oxide fluxes in mountain grasslands. THE SCIENCE OF THE TOTAL ENVIRONMENT 2018; 628-629:997-1008. [PMID: 30045588 DOI: 10.1016/j.scitotenv.2018.02.119] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/20/2017] [Revised: 02/06/2018] [Accepted: 02/10/2018] [Indexed: 06/08/2023]
Abstract
Grasslands cover more than one fifth of total land area in Europe and contribute significantly to the total greenhouse gas budget. The impact of management and land use on the carbon cycle and carbon sequestration in grasslands has been well-studied, however effects on emissions of N2O and CH4 remain uncertain. Additionally, the majority of studies have focussed on management differences between intensively managed grasslands, with few results available for lightly managed grasslands and in particular grassland abandonment. We present N2O and CH4 flux measurements for an abandonment trajectory at low land-use intensity, comparing meadow (fertilized and cut), pasture (grazed) and abandoned (unmanaged since 1983) grassland sites located in the Austrian Alps. Mean growing season N2O fluxes were 0.07, 0.07 and - 0.13 nmol m-2 s-1 and CH4 fluxes were - 1.0, - 0.5 and - 1.6 nmol m-2 s-1 for the meadow, pasture and abandoned sites respectively. Variability for both gases at the abandoned site was dominated by 'hot moments', while 'hot spots' dominated at the managed meadow and pasture sites. Consideration of the diurnal cycle observed at the abandoned site, linear correlations within all data sets, and principal components analyses of the full data set revealed increased consumption of both N2O and CH4 with increasing temperature, but hardly any relationship between fluxes and soil moisture. Upscaled over a year, the observed fluxes correspond to enhanced non-CO2 greenhouse gas uptake of 172 g CO2-equiv. m-2 y-1 following abandonment. These results show that non-CO2 greenhouse gases form an important part of the total climate impact of land use change and grassland abandonment, such that abandoned grassland is a net sink for both CH4 and N2O.
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Affiliation(s)
- Eliza Harris
- Institute of Ecology, University of Innsbruck, Sternwartestraße 15, Innsbruck 6020, Austria.
| | | | - Klaus Butterbach-Bahl
- Institute of Meteorology and Climate Research (IMK-IFU), Karlsruhe Institute of Technology, Kreuzeckbahnstraße 19, Garmisch-Partenkirchen 82467, Germany
| | - Benjamin Wolf
- Institute of Meteorology and Climate Research (IMK-IFU), Karlsruhe Institute of Technology, Kreuzeckbahnstraße 19, Garmisch-Partenkirchen 82467, Germany
| | - Michael Bahn
- Institute of Ecology, University of Innsbruck, Sternwartestraße 15, Innsbruck 6020, Austria
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