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Spatiotemporal variations in cropland abandonment in the Guizhou-Guangxi karst mountain area, China 期刊论文
JOURNAL OF CLEANER PRODUCTION, 2019, 卷号: 238, 页码: 15
Authors:  Han, Ze;  Song, Wei
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Abandoned cropland (ACL)  MODIS time series  Random forests classifier  Multi-level analysis  Guizhou-guangxi karst mountain area (GGKMA)  China  
Changes in soil microbial biomass with manure application in cropping systems: A meta-analysis 期刊论文
SOIL & TILLAGE RESEARCH, 2019, 卷号: 194, 页码: 11
Authors:  Ren, Fengling;  Sun, Nan;  Xu, Meng;  Zhang, Xubo;  Wu, Lianhai;  Xu, Minggang
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Microbial biomass  Manure  Mineral fertilizer  Chinese cropland  Meta-analysis  
Surface modelling of forest aboveground biomass based on remote sensing and forest inventory data 期刊论文
GEOCARTO INTERNATIONAL, 2019, 页码: 16
Authors:  Sun, Xiaofang;  Li, Bai;  Du, Zhengping;  Li, Guicai;  Fan, Zemeng;  Wang, Meng;  Yue, Tianxiang
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Aboveground biomass  high accuracy surface modelling  mapping  
Detailed Urban Land Use Land Cover Classification at the Metropolitan Scale Using a Three-Layer Classification Scheme 期刊论文
SENSORS, 2019, 卷号: 19, 期号: 14, 页码: 24
Authors:  Cai, Guoyin;  Ren, Huiqun;  Yang, Liuzhong;  Zhang, Ning;  Du, Mingyi;  Wu, Changshan
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urban land use  land cover  three-layer classification scheme  GF-1 satellite imagery  GF-2 satelliteimagery  
Evaluation and Comparison of Random Forest and A-LSTM Networks for Large-scale Winter Wheat Identification 期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 14, 页码: 21
Authors:  He, Tianle;  Xie, Chuanjie;  Liu, Qingsheng;  Guan, Shiying;  Liu, Gaohuan
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winter wheat identification  random forest  A-LSTM  pixel-mixing effect  variable importance analysis  
Evaluation of Machine Learning Algorithms in Spatial Downscaling of MODIS Land Surface Temperature 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2019, 卷号: 12, 期号: 7, 页码: 2299-2307
Authors:  Li, Wan;  Ni, Li;  Li, Zhao-Liang;  Duan, Si-Bo;  Wu, Hua
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Comparison  downscaling  land surface temperature (LST)  machine learning  
Forest Type Classification Based on Integrated Spectral-Spatial-Temporal Features and Random Forest Algorithm-A Case Study in the Qinling Mountains 期刊论文
FORESTS, 2019, 卷号: 10, 期号: 7, 页码: 18
Authors:  Cheng, Kai;  Wang, Juanle
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forest type  spectral-spatial-temporal features  random forest  random forest-recursive feature elimination  sentinel-2 time series  
Net Surface Shortwave Radiation Retrieval Using Random Forest Method With MODIS/AQUA Data 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2019, 卷号: 12, 期号: 7, 页码: 2252-2259
Authors:  Ying, Wangmin;  Wu, Hua;  Li, Zhao-Liang
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MODerate resolution atmospheric TRANsmission model (MODTRAN)  Moderate Resolution Imaging Spectroradiometer (MODIS)/AQUA  net surface shortwave radiation  random forest  remote sensing  
Estimating grassland aboveground biomass on the Tibetan Plateau using a random forest algorithm 期刊论文
ECOLOGICAL INDICATORS, 2019, 卷号: 102, 页码: 479-487
Authors:  Zeng, Na;  Ren, Xiaoli;  He, Honglin;  Zhang, Li;  Zhao, Dan;  Ge, Rong;  Li, Pan;  Niu, Zhongen
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Aboveground biomass (AGB)  The Tibetan Plateau  Random Forest (RF)  Mean annual temperature (MAT)  Mean annual precipitation (MAP)  
Changes in quantity, quality, and pattern of farmland in a rapidly developing region of China: a case study of the Ningbo region 期刊论文
LANDSCAPE AND ECOLOGICAL ENGINEERING, 2019, 卷号: 15, 期号: 3, 页码: 323-336
Authors:  Zhang, Chao;  Wang, Xue;  Liu, Yujie
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Land use change  Land quality  Landscape pattern  Farmland protection policy  China