Application of Three Deep Machine-Learning Algorithms in a Construction Assessment Model of Farmland Quality at the County Scale: Case Study of Xiangzhou, Hubei Province, China
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- Xiangbin Kong, 2014. "China must protect high-quality arable land," Nature, Nature, vol. 506(7486), pages 7-7, February.
- Mingbang Zhu & Shanshan Liu & Ziqing Xia & Guangxing Wang & Yueming Hu & Zhenhua Liu, 2020. "Crop Growth Stage GPP-Driven Spectral Model for Evaluation of Cultivated Land Quality Using GA-BPNN," Agriculture, MDPI, vol. 10(8), pages 1-16, August.
- Zhong, Lina & Wang, Jun & Zhang, Xiao & Ying, Lingxiao & Zhu, Chuxin, 2020. "Effects of agricultural land consolidation on soil conservation service in the Hilly Region of Southeast China – Implications for land management," Land Use Policy, Elsevier, vol. 95(C).
- He Huang & Yong Zhou & Yujie Liu & Ke Li & Liang Xiao & Mengyao Li & Yang Tian & Fei Wu, 2020. "Assessment of Anthropogenic Sources of Potentially Toxic Elements in Soil from Arable Land Using Multivariate Statistical Analysis and Random Forest Analysis," Sustainability, MDPI, vol. 12(20), pages 1-14, October.
- Nan Wang & Jian Zu & Mu Li & Jinyi Zhang & Jinmin Hao, 2020. "Spatial Zoning of Cultivated Land in Shandong Province Based on the Trinity of Quantity, Quality and Ecology," Sustainability, MDPI, vol. 12(5), pages 1-20, March.
- Zheng, Huabin & Huang, Huang & Zhang, Canming & Li, Jingyi, 2016. "National-scale paddy-upland rotation in Northern China promotes sustainable development of cultivated land," Agricultural Water Management, Elsevier, vol. 170(C), pages 20-25.
- Hu, Qiuli & Yang, Yonghui & Han, Shumin & Wang, Jiusheng, 2019. "Degradation of agricultural drainage water quantity and quality due to farmland expansion and water-saving operations in arid basins," Agricultural Water Management, Elsevier, vol. 213(C), pages 185-192.
- Mo Li & Vijay P. Singh, 2020. "Sustainability of water and energy use for food production based on optimal allocation of agricultural irrigation water," International Journal of Water Resources Development, Taylor & Francis Journals, vol. 36(2-3), pages 528-546, March.
- Arnab Bhowmik & Surinder Singh Kukal & Debasish Saha & Harmandeep Sharma & Anu Kalia & Sandeep Sharma, 2019. "Potential Indicators of Soil Health Degradation in Different Land Use-Based Ecosystems in the Shiwaliks of Northwestern India," Sustainability, MDPI, vol. 11(14), pages 1-17, July.
- Xuewen Li & Weiwen Zhang & Yi Peng, 2016. "Grain Output and Cultivated Land Preservation: Assessment of the Rewarded Land Conversion Quotas Trading Policy in China’s Zhejiang Province," Sustainability, MDPI, vol. 8(8), pages 1-15, August.
- Zhengfa Chen & Dongmei Shi, 2020. "Spatial Structure Characteristics of Slope Farmland Quality in Plateau Mountain Area: A Case Study of Yunnan Province, China," Sustainability, MDPI, vol. 12(17), pages 1-21, September.
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- Rui Zhao & Kening Wu, 2021. "Soil Health Evaluation of Farmland Based on Functional Soil Management—A Case Study of Yixing City, Jiangsu Province, China," Agriculture, MDPI, vol. 11(7), pages 1-27, June.
- Shuangxi Miao & Shuyu Wang & Chunyan Huang & Xiaohong Xia & Lingling Sang & Jianxi Huang & Han Liu & Zheng Zhang & Junxiao Zhang & Xu Huang & Fei Gao, 2023. "A Big Data Grided Organization and Management Method for Cropland Quality Evaluation," Land, MDPI, vol. 12(10), pages 1-20, October.
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Keywords
farmland quality; machine-learning algorithms; comprehensive assessment index system; random forest; county scale; Xiangzhou;All these keywords.
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