Environmental Management最新文献

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Morphological Enrichment and Environmental Factors Correlation of Heavy Metals in Dominant Plants in Typical Manganese Ore Areas in Guizhou, China 中国贵州典型锰矿区优势植物重金属形态富集与环境因素相关性研究
IF 2.7 3区 环境科学与生态学
Environmental Management Pub Date : 2024-08-12 DOI: 10.1007/s00267-024-02030-z
Mingqin Huang, Junwei Cheng, Boping Zeng, Shenwen Cai
{"title":"Morphological Enrichment and Environmental Factors Correlation of Heavy Metals in Dominant Plants in Typical Manganese Ore Areas in Guizhou, China","authors":"Mingqin Huang,&nbsp;Junwei Cheng,&nbsp;Boping Zeng,&nbsp;Shenwen Cai","doi":"10.1007/s00267-024-02030-z","DOIUrl":"10.1007/s00267-024-02030-z","url":null,"abstract":"<div><p>Bioavailable heavy metal and their efficient phytoremediation in mining areas have major implications for environmental and human health. In this study, we investigated 12 dominant plants in a typical Mn ore area of Zunyi, Guizhou Province, China, to determine the heavy metal contents, morphologies, and environmental factors affecting Mn, Cd, Pb, Cu, Zn, and Cr in the plant parts and rhizosphere soil. The bioavailabilities and degrees of metals were evaluated using the ratios of the secondary to primary phase distributions and potential ecological risk indices. Principal component analysis, cluster analysis, positive matrix factorisation modelling, and redundancy analysis were used to trace the origins and correlations among the metals. The results indicate that the bioavailabilities were the highest for Mn and Cd in the study area, and all of the target heavy metals had bioavailabilities above the moderate ecological harm level. Statistical modelling indicates that there are four main pollution sources: mining, smelting, processing operations, and atmospheric deposition. The dominant plants had high heavy metal enrichments, bioconcentration factors, and translocation factors for Mn, Cu, Cr, Cd, and Zn. The redundancy analysis indicates that soil total N, total P, and pH affect metal absorption and distributions in Compositae and non-Compositae plants in low-N, low-P, and slightly alkaline mining environments. This study provides a feasible basis for the screening of heavy metal enrichment plants and the improvement of remediation technology in manganese ore area under the extreme environment of poor nutrition.</p></div>","PeriodicalId":543,"journal":{"name":"Environmental Management","volume":"74 5","pages":"942 - 957"},"PeriodicalIF":2.7,"publicationDate":"2024-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141915808","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Factors Influencing the Perceived Economic Benefits of Innovative Agri-Environmental Contracts 影响创新农业环境合同经济效益认知的因素。
IF 2.7 3区 环境科学与生态学
Environmental Management Pub Date : 2024-08-11 DOI: 10.1007/s00267-024-02027-8
Tracy Bradfield, Kina S. Harmanny, Thia Hennessy, Catharina J. E. Schulp
{"title":"Factors Influencing the Perceived Economic Benefits of Innovative Agri-Environmental Contracts","authors":"Tracy Bradfield,&nbsp;Kina S. Harmanny,&nbsp;Thia Hennessy,&nbsp;Catharina J. E. Schulp","doi":"10.1007/s00267-024-02027-8","DOIUrl":"10.1007/s00267-024-02027-8","url":null,"abstract":"<div><p>Continued innovation in contract design may enhance the delivery of agri-environmental climate public goods (AECPG), but barriers to adoption arise in terms of how farmers perceive the economic benefits. Therefore, this paper examines survey data from Ireland and the Netherlands to analyse whether land managers agree that results-based, collective action, value chain and land tenure contracts for the delivery of AECPG are understandable, applicable to their farm and economically beneficial. Using Probit models, we also identify groups of land managers who perceive the different contract types as being economically beneficial, and these findings can inform policymakers of farmer groups who need adequate consideration during the design of agri-environmental contracts. For example, greater incentives could encourage older farmers to enrol in results-based contracts in Ireland and value chain contracts in the Netherlands. We also find a link between contract duration and the perceived economic benefits of collective action contracts in both countries, with land managers in Ireland desiring a longer duration. We highlight that policymakers and land managers in Ireland could apply lessons from the design of agri-environmental contracts in the Netherlands, where they are more common and varied. Greater knowledge exchange between users and non-users of such contracts would also help bridge the gap between theory and practice in both countries.</p></div>","PeriodicalId":543,"journal":{"name":"Environmental Management","volume":"74 4","pages":"790 - 807"},"PeriodicalIF":2.7,"publicationDate":"2024-08-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11393136/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141911221","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Reconceiving Domestic Burning Controls: Air Quality Alerts, Behavioural Responsive Regulation, and Designing for Compliance. 重新认识家庭焚烧控制:空气质量警报、行为响应监管和合规设计。
IF 2.7 3区 环境科学与生态学
Environmental Management Pub Date : 2024-08-09 DOI: 10.1007/s00267-024-02014-z
James Heydon, Rohit Chakraborty, Vibhuti Patel, Chantelle Wood, Matthew Wood, Caitlin Bunce
{"title":"Reconceiving Domestic Burning Controls: Air Quality Alerts, Behavioural Responsive Regulation, and Designing for Compliance.","authors":"James Heydon, Rohit Chakraborty, Vibhuti Patel, Chantelle Wood, Matthew Wood, Caitlin Bunce","doi":"10.1007/s00267-024-02014-z","DOIUrl":"https://doi.org/10.1007/s00267-024-02014-z","url":null,"abstract":"<p><p>Domestic combustion emissions pose a growing risk to public health, especially in the UK. Existing responses are polarised, with government advocating use of lower emission fuels and stoves while clean air campaigners call for blanket bans on burning. However, each approach is limited in its ability to control these emissions. An alternative can be found in the U.S.A., where 'burn alert' systems require stove and fireplace users to avoid lighting during periods of actual or projected poor air quality. Given the effectiveness of these regimes, the current study designs and evaluates the effectiveness and acceptability of a burn alert system in the UK for the first time, drawing on the theoretical perspective of behavioural responsive regulation. Fifty participants were recruited to use the system over 2 weeks in winter. The findings illustrate that a voluntary burn alert system can dissuade burning among users. Of those in receipt of an alert, 74% reduced burning frequency or burned for a shorter duration. In total, the alert system prevented at least 178 hours of burning for this group. Qualitative findings show that the consistency of the behavioural response is influenced by technical, structural, and environmental factors, providing key insight into how UK-based burn alert systems could be modified to increase the consistency of compliance in future. The overall conclusion is that burn alerts could be introduced in the UK and beyond, as a means of reducing domestic combustion emissions and their associated public health risks.</p>","PeriodicalId":543,"journal":{"name":"Environmental Management","volume":" ","pages":""},"PeriodicalIF":2.7,"publicationDate":"2024-08-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141911222","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Cost-Benefit Analysis of Alternative Management Strategies for Red Deer in Denmark 丹麦红鹿替代管理策略的成本效益分析。
IF 2.7 3区 环境科学与生态学
Environmental Management Pub Date : 2024-08-07 DOI: 10.1007/s00267-024-02023-y
Frank Jensen, Thomas Lundhede, Peter Sunde
{"title":"A Cost-Benefit Analysis of Alternative Management Strategies for Red Deer in Denmark","authors":"Frank Jensen,&nbsp;Thomas Lundhede,&nbsp;Peter Sunde","doi":"10.1007/s00267-024-02023-y","DOIUrl":"10.1007/s00267-024-02023-y","url":null,"abstract":"<div><p>In this paper, we conduct a cost-benefit analysis (CBA) of five alternative management strategies for red deer in Denmark: free harvest, trophy hunting, maximum harvest and two cases for natural demographic population compositions. To capture the outcome under each strategy we use a biological sex- and age-structured population model. The net benefit function includes meat values, recreational values, browsing damage costs and traffic damage costs and these values and costs are assumed to differ for the various sex and age classes of red deer. We show that the maximum harvest strategy leads to a reasonably high positive total net benefit, while the free harvest strategy yields a small positive net benefit. On the other hand, the trophy hunting strategy generates a high negative net benefit, while small negative net benefits are obtained under the two strategies for natural demographic population compositions.</p></div>","PeriodicalId":543,"journal":{"name":"Environmental Management","volume":"74 4","pages":"648 - 663"},"PeriodicalIF":2.7,"publicationDate":"2024-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11393284/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141896378","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Rethinking Urban Water Management Through Drivers-Pressures-States-Impacts-Responses Framework Application in Chennai, India 通过 "驱动因素-压力-状态-影响-对策 "框架在印度钦奈的应用重新思考城市水资源管理。
IF 2.7 3区 环境科学与生态学
Environmental Management Pub Date : 2024-08-06 DOI: 10.1007/s00267-024-02022-z
Daniel Rosado, Valeria Fárez-Román, Felix Müller, Indumathi Nambi, Nicola Fohrer
{"title":"Rethinking Urban Water Management Through Drivers-Pressures-States-Impacts-Responses Framework Application in Chennai, India","authors":"Daniel Rosado,&nbsp;Valeria Fárez-Román,&nbsp;Felix Müller,&nbsp;Indumathi Nambi,&nbsp;Nicola Fohrer","doi":"10.1007/s00267-024-02022-z","DOIUrl":"10.1007/s00267-024-02022-z","url":null,"abstract":"<div><p>Cities suffering water scarcity are projected to increase in the following decades. However, the application of standardized indicator frameworks for assessing urban water resource management problems is on an early stage. India is expected to have the highest urban population facing water scarcity in the world by 2050. In this study, the authors assess how the Drivers-Pressures-States-Impacts-Responses framework, a causal framework adopted by the European Environment Agency, can contribute to evaluate water management challenges in cities and apply it to Chennai, India´s fourth-largest urban agglomeration. The framework proved to be a helpful tool for the evaluation of water management challenges in cities by disentangling relationships between environmental indicators and structuring dispersed data that allows a better understanding for policymakers. The main drivers identified in Chennai were population growth and economic development which generated impacts such as loss of aquatic ecosystems, low water table, low water quality, and reduction of biodiversity and human health. As a response, better urban planning, projects for new water infrastructure, and water bodies restoration have been implemented. Nevertheless, Chennai keeps facing difficulties to achieve proper water management. The severe hit of the COVID-19 pandemic on the Indian economy and its future management will be key for achievements related to water management.</p></div>","PeriodicalId":543,"journal":{"name":"Environmental Management","volume":"74 5","pages":"970 - 988"},"PeriodicalIF":2.7,"publicationDate":"2024-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11438619/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141896379","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Testing the Influence of Tactics on an Intention to Participate in an Environmental Management Collaborative 测试策略对参与环境管理合作意向的影响。
IF 2.7 3区 环境科学与生态学
Environmental Management Pub Date : 2024-08-05 DOI: 10.1007/s00267-024-02013-0
Shannon Heaney, Ryan Plummer, Julia Baird, Amy Bowen, Gillian Dale
{"title":"Testing the Influence of Tactics on an Intention to Participate in an Environmental Management Collaborative","authors":"Shannon Heaney,&nbsp;Ryan Plummer,&nbsp;Julia Baird,&nbsp;Amy Bowen,&nbsp;Gillian Dale","doi":"10.1007/s00267-024-02013-0","DOIUrl":"10.1007/s00267-024-02013-0","url":null,"abstract":"<div><p>Complexity, uncertainty, and conflict characterize contemporary environmental challenges. Addressing these issues is beyond the purview of any one actor. A collaborative approach to environmental management is required; participation in collaboration is needed. However, participation in collaborative environmental management is a persistent challenge in practice. This research examines tactics used to engender participation in collaborations. Tactics constitute a strategy for communications with an intended goal and encompass the framing (i.e., wording, imagery) and platform of dissemination. This research examined the influence of tactics on an intention to participate in an environmental management collaboration. Eight tactics were empirically tested on 300 individuals aged 18–29. Descriptive and inferential statistical analysis was undertaken. Results uncovered the effectiveness of contextual and personal framings in engendering participation and deepened the understanding about past participation, tactics, and an individual’s intention to participate. Opportunities to engender participation in collaborations using tactics are abundant. The research emphasizes the need for greater attention to tactics in environmental management and contributes to a greater understanding of tactics, identifying effective practices for engendering participation and broad dissemination.</p></div>","PeriodicalId":543,"journal":{"name":"Environmental Management","volume":"74 4","pages":"623 - 635"},"PeriodicalIF":2.7,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141888088","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Environmental Factors Affecting Spatio-Temporal Distribution of Crop-Exploiting Species: Implications for Coexistence Between Agricultural Production and Avifauna Conservation in Wetlands 影响作物开发物种时空分布的环境因素:对湿地农业生产与鸟类保护共存的影响
IF 2.7 3区 环境科学与生态学
Environmental Management Pub Date : 2024-08-04 DOI: 10.1007/s00267-024-02028-7
Thazin Htay, Kyaw Kyaw Htoo, Eivin Røskaft, Thor Harald Ringsby, Peter Sjolte Ranke
{"title":"Environmental Factors Affecting Spatio-Temporal Distribution of Crop-Exploiting Species: Implications for Coexistence Between Agricultural Production and Avifauna Conservation in Wetlands","authors":"Thazin Htay,&nbsp;Kyaw Kyaw Htoo,&nbsp;Eivin Røskaft,&nbsp;Thor Harald Ringsby,&nbsp;Peter Sjolte Ranke","doi":"10.1007/s00267-024-02028-7","DOIUrl":"10.1007/s00267-024-02028-7","url":null,"abstract":"<div><p>Bird communities in agroecosystems bring both ecosystem services (e.g., pollination) and disservices (e.g., crop exploitation) to farmers. However, in the proximity of wetland reserves, farmers disproportionately experience harvest yield loss due to large aggregation of bird species that can utilize various agricultural resources. This often results in negative human–wildlife interactions which lower conservation support among farmers. Knowledge about the distribution of avian species that negatively influence yields, and its environmental drivers is thus fundamental to reconcile crop production and bird conservation. This study aims to examine the spatio-temporal patterns in richness and abundance of bird species known to cause agricultural yield loss as well as species-specific distribution patterns for the six bird species that are most challenging for local farmers. In combination with interview surveys of local farmers (<i>n</i> = 367) and seasonal bird surveys (<i>n</i> = 720), we investigated distribution of crop-exploiting avian species in the Indawgyi wetland ecosystem in Myanmar. Our results showed high richness and abundance of crop-exploiting species in the water habitat across all seasons, with most challenging species exhibiting higher presence closer to these water sources. The crop phenology had positive effect on species richness and abundance during the growing season. The agricultural use of crop-exploiting species was season- and species-specific, where the presence probability in the agricultural habitat was higher in habitat generalists than wetland specialists. Therefore, we suggest improved management of natural wetland habitats (e.g., habitat restoration), sustainable coexistence mechanisms in farms close to water (e.g., bird-friendly rice farming and Ecolabel certification) to reduce avian impacts on the farming communities and, at the same time, to promote bird conservation in wetlands of international importance.</p></div>","PeriodicalId":543,"journal":{"name":"Environmental Management","volume":"74 4","pages":"664 - 683"},"PeriodicalIF":2.7,"publicationDate":"2024-08-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11393005/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141888087","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
What Determines the Adoption of Conservation Agriculture? Evidence from Quebec 是什么决定了保护性农业的采用?来自魁北克的证据
IF 2.7 3区 环境科学与生态学
Environmental Management Pub Date : 2024-08-03 DOI: 10.1007/s00267-024-02024-x
Guy Martial Takam Fongang, Isambert Leunga Noukwe, Jean-François Guay, Charles Séguin
{"title":"What Determines the Adoption of Conservation Agriculture? Evidence from Quebec","authors":"Guy Martial Takam Fongang,&nbsp;Isambert Leunga Noukwe,&nbsp;Jean-François Guay,&nbsp;Charles Séguin","doi":"10.1007/s00267-024-02024-x","DOIUrl":"10.1007/s00267-024-02024-x","url":null,"abstract":"<div><p>Conservation agriculture (CA) is promoted by various organisations and scholars as alternative to conventional agriculture to meet growing food demand with minimal damage on environment; but its factors of adoption have not been well identified. The study uses the recent composite index of adoption of CA developed by Takam Fongang et al. (2023) to analyse the factors of adoption of conservation agriculture among maize and soybean farmers in Quebec. Using data from 93 maize and soybean producers and a Fractional logit model, the study shows that adoption of CA increases with farmer’s favourable perceptions of yield and easiness of implementing CA, off-farm employment and higher education. The study therefore indicates that higher education, technical assistance and popularisation of performance of CA can play a significant role in boosting adoption of CA in Quebec.</p></div>","PeriodicalId":543,"journal":{"name":"Environmental Management","volume":"74 4","pages":"775 - 789"},"PeriodicalIF":2.7,"publicationDate":"2024-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141886278","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Modelling Alternative Economic Incentive Schemes for Semi-Natural Grassland Conservation in Estonia 爱沙尼亚半天然草地保护替代经济激励计划建模。
IF 2.7 3区 环境科学与生态学
Environmental Management Pub Date : 2024-08-01 DOI: 10.1007/s00267-024-02011-2
Takamasa Nishizawa, Johannes Schuler, Claudia Bethwell, Michael Glemnitz, Maaria Semm, Monika Suškevičs, Laura Hämäläinen, Kalev Sepp, Rando Värnik, Sandra Uthes, Joachim Aurbacher, Peter Zander
{"title":"Modelling Alternative Economic Incentive Schemes for Semi-Natural Grassland Conservation in Estonia","authors":"Takamasa Nishizawa,&nbsp;Johannes Schuler,&nbsp;Claudia Bethwell,&nbsp;Michael Glemnitz,&nbsp;Maaria Semm,&nbsp;Monika Suškevičs,&nbsp;Laura Hämäläinen,&nbsp;Kalev Sepp,&nbsp;Rando Värnik,&nbsp;Sandra Uthes,&nbsp;Joachim Aurbacher,&nbsp;Peter Zander","doi":"10.1007/s00267-024-02011-2","DOIUrl":"10.1007/s00267-024-02011-2","url":null,"abstract":"<div><p>Semi-natural grasslands (SNGLs) in Estonia are threatened by abandonment. This threat is leading to concerns about the degradation of biodiversity within grassland communities. Despite the high relevance of economic incentives in this context, how such incentives influence land managers’ decision-making regarding the agricultural use of SNGLs has not been investigated. To obtain its socio-ecological implications for policy-making, we developed regionally specific agricultural scenarios (compensation payments, livestock capacity, hey export, and bioenergy production) and an interdisciplinary modelling approach that made it possible to simulate agricultural land use changes through land managers' responses to varied economic conditions. Through this approach, we found that some economic factors hampered the use of SNGLs: the moderate profitability of beef production, labour shortages, and the relatively high profitability of mulching. We observed a positive relationship between SNGLs and habitat suitability for breeding and feeding birds. However, due to the high maintenance costs of SNGLs, the modelling results indicated that increasing the use of SNGLs through public budgets caused crowding-out effects, i.e., the deteriorating market integration of regional agriculture. This study emphasises the need for policy measures aimed at cost-effective, labour-efficient management practices for SNGLs.</p></div>","PeriodicalId":543,"journal":{"name":"Environmental Management","volume":"74 4","pages":"757 - 774"},"PeriodicalIF":2.7,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11393159/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141873850","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Monitoring the Spatial Distribution of Cover Crops and Tillage Practices Using Machine Learning and Environmental Drivers across Eastern South Dakota 利用机器学习和环境驱动因素监测南达科他州东部覆盖作物和耕作方法的空间分布。
IF 2.7 3区 环境科学与生态学
Environmental Management Pub Date : 2024-07-29 DOI: 10.1007/s00267-024-02021-0
Khushboo Jain, Ranjeet John, Nathan Torbick, Venkatesh Kolluru, Sakshi Saraf, Abhinav Chandel, Geoffrey M. Henebry, Meghann Jarchow
{"title":"Monitoring the Spatial Distribution of Cover Crops and Tillage Practices Using Machine Learning and Environmental Drivers across Eastern South Dakota","authors":"Khushboo Jain,&nbsp;Ranjeet John,&nbsp;Nathan Torbick,&nbsp;Venkatesh Kolluru,&nbsp;Sakshi Saraf,&nbsp;Abhinav Chandel,&nbsp;Geoffrey M. Henebry,&nbsp;Meghann Jarchow","doi":"10.1007/s00267-024-02021-0","DOIUrl":"10.1007/s00267-024-02021-0","url":null,"abstract":"<div><p>The adoption of conservation agriculture methods, such as conservation tillage and cover cropping, is a viable alternative to conventional farming practices for improving soil health and reducing soil carbon losses. Despite their significance in mitigating climate change, there are very few studies that have assessed the overall spatial distribution of cover crops and tillage practices based on the farm’s pedoclimatic and topographic characteristics. Hence, the primary objective of this study was to use multiple satellite-derived indices and environmental drivers to infer the level of tillage intensity and identify the presence of cover crops in eastern South Dakota (SD). We used a machine learning classifier trained with in situ field samples and environmental drivers acquired from different remote sensing datasets for 2022 and 2023 to map the conservation agriculture practices. Our classification accuracies (&gt;80%) indicate that the employed satellite spectral indices and environmental variables could successfully detect the presence of cover crops and the tillage intensity in the study region. Our analysis revealed that 4% of the corn (<i>Zea mays</i>) and soybean (<i>Glycine max</i>) fields in eastern SD had a cover crop during either the fall of 2022 or the spring of 2023. We also found that environmental factors, specifically seasonal precipitation, growing degree days, and surface texture, significantly impacted the use of conservation practices. The methods developed through this research may provide a viable means for tracking and documenting farmers’ agricultural management techniques. Our study contributes to developing a measurement, reporting, and verification (MRV) solution that could help used to monitor various climate-smart agricultural practices.</p></div>","PeriodicalId":543,"journal":{"name":"Environmental Management","volume":"74 4","pages":"742 - 756"},"PeriodicalIF":2.7,"publicationDate":"2024-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11392983/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141791610","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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