Data-Driven Evaluation and Optimization of Agricultural Sustainable Development Capability: A Case Study of Northern Anhui

Human survival depends on the sustainable development of agriculture. This study constructs a data-driven evaluation and optimization method of agricultural sustainable development capacity, aiming to better cope with challenges such as environmental pollution and excessive consumption of resources...

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Autores principales:	Muchen Luo, Fan Liu, Jianqing Chen
Formato:	article
Lenguaje:	EN
Publicado:	MDPI AG 2021
Materias:	data driven agricultural sustainable development capability economic and environmental index system resource efficiency agricultural process optimization Chemical technology TP1-1185 Chemistry QD1-999
Acceso en línea:	https://doaj.org/article/4d56a0733b4d4d5c9a559ce182cdd964
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spelling	oai:doaj.org-article:4d56a0733b4d4d5c9a559ce182cdd9642021-11-25T18:51:39ZData-Driven Evaluation and Optimization of Agricultural Sustainable Development Capability: A Case Study of Northern Anhui10.3390/pr91120362227-9717https://doaj.org/article/4d56a0733b4d4d5c9a559ce182cdd9642021-11-01T00:00:00Zhttps://www.mdpi.com/2227-9717/9/11/2036https://doaj.org/toc/2227-9717Human survival depends on the sustainable development of agriculture. This study constructs a data-driven evaluation and optimization method of agricultural sustainable development capacity, aiming to better cope with challenges such as environmental pollution and excessive consumption of resources and energy, as well as improve agricultural economic level. Further, an evaluation index system was constructed based on comprehensive consideration of energy and resources utilization, environmental pollution, and agricultural economy. After simplifying and integrating the data, a data envelopment analysis model was constructed to quantitatively evaluate the capability for agricultural sustainable development and its changing trend. Moreover, its influencing factors were analyzed from the perspective of input, which provides accurate countermeasures for improving agricultural sustainable development ability, resource utilization efficiency, and process optimization. This study shows the realization process of the aforementioned method for the agricultural development of six cities in northern Anhui from 2010 to 2019. Our results suggest that the sustainable development ability of northern Anhui is weak, but overall, has a good development trend. Based on our results, some countermeasures were proposed to control production scale reasonably, reduce environmental load, and improve resource efficiency, which provides a reference for policymakers to guide and standardize the development of regional agriculture.Muchen LuoFan LiuJianqing ChenMDPI AGarticledata drivenagricultural sustainable development capabilityeconomic and environmental index systemresource efficiencyagricultural process optimizationChemical technologyTP1-1185ChemistryQD1-999ENProcesses, Vol 9, Iss 2036, p 2036 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	data driven agricultural sustainable development capability economic and environmental index system resource efficiency agricultural process optimization Chemical technology TP1-1185 Chemistry QD1-999
spellingShingle	data driven agricultural sustainable development capability economic and environmental index system resource efficiency agricultural process optimization Chemical technology TP1-1185 Chemistry QD1-999 Muchen Luo Fan Liu Jianqing Chen Data-Driven Evaluation and Optimization of Agricultural Sustainable Development Capability: A Case Study of Northern Anhui
description	Human survival depends on the sustainable development of agriculture. This study constructs a data-driven evaluation and optimization method of agricultural sustainable development capacity, aiming to better cope with challenges such as environmental pollution and excessive consumption of resources and energy, as well as improve agricultural economic level. Further, an evaluation index system was constructed based on comprehensive consideration of energy and resources utilization, environmental pollution, and agricultural economy. After simplifying and integrating the data, a data envelopment analysis model was constructed to quantitatively evaluate the capability for agricultural sustainable development and its changing trend. Moreover, its influencing factors were analyzed from the perspective of input, which provides accurate countermeasures for improving agricultural sustainable development ability, resource utilization efficiency, and process optimization. This study shows the realization process of the aforementioned method for the agricultural development of six cities in northern Anhui from 2010 to 2019. Our results suggest that the sustainable development ability of northern Anhui is weak, but overall, has a good development trend. Based on our results, some countermeasures were proposed to control production scale reasonably, reduce environmental load, and improve resource efficiency, which provides a reference for policymakers to guide and standardize the development of regional agriculture.
format	article
author	Muchen Luo Fan Liu Jianqing Chen
author_facet	Muchen Luo Fan Liu Jianqing Chen
author_sort	Muchen Luo
title	Data-Driven Evaluation and Optimization of Agricultural Sustainable Development Capability: A Case Study of Northern Anhui
title_short	Data-Driven Evaluation and Optimization of Agricultural Sustainable Development Capability: A Case Study of Northern Anhui
title_full	Data-Driven Evaluation and Optimization of Agricultural Sustainable Development Capability: A Case Study of Northern Anhui
title_fullStr	Data-Driven Evaluation and Optimization of Agricultural Sustainable Development Capability: A Case Study of Northern Anhui
title_full_unstemmed	Data-Driven Evaluation and Optimization of Agricultural Sustainable Development Capability: A Case Study of Northern Anhui
title_sort	data-driven evaluation and optimization of agricultural sustainable development capability: a case study of northern anhui
publisher	MDPI AG
publishDate	2021
url	https://doaj.org/article/4d56a0733b4d4d5c9a559ce182cdd964
work_keys_str_mv	AT muchenluo datadrivenevaluationandoptimizationofagriculturalsustainabledevelopmentcapabilityacasestudyofnorthernanhui AT fanliu datadrivenevaluationandoptimizationofagriculturalsustainabledevelopmentcapabilityacasestudyofnorthernanhui AT jianqingchen datadrivenevaluationandoptimizationofagriculturalsustainabledevelopmentcapabilityacasestudyofnorthernanhui
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Data-Driven Evaluation and Optimization of Agricultural Sustainable Development Capability: A Case Study of Northern Anhui

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