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A non-destructive method for rapid acquisition of grassland aboveground biomass for satellite ground verification using UAV RGB images 期刊论文
GLOBAL ECOLOGY AND CONSERVATION, 2022, 卷号: 33
作者:  Zhang, Huifang;  Tang, Zhonggang;  Wang, Binyao;  Meng, Baoping;  Qin, Yu;  Sun, Yi;  Lv, Yanyan;  Zhang, Jianguo;  Yi, Shuhua
收藏  |  浏览/下载：16/0  |  提交时间：2022/04/28
CROP SURFACE MODELS  CLIMATE-CHANGE  VEGETATION  CARBON  COVER  AREA  PRODUCTIVITY  INDEXES  WETLAND  HEIGHT  
Integration of optical, SAR and DEM data for automated detection of debris-covered glaciers over the western Nyainqentanglha using a random forest classifier 期刊论文
COLD REGIONS SCIENCE AND TECHNOLOGY, 2022, 卷号: 193
作者:  Lu, Yijie;  Zhang, Zhen;  Kong, Yuru;  Hu, Kehong
收藏  |  浏览/下载：41/0  |  提交时间：2022/04/28
SATELLITE DATA  INVENTORY  BASIN  DELINEATION  ALPS  AREA  
High-Resolution Gridded Livestock Projection for Western China Based on Machine Learning 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 24
作者:  Li, Xianghua;  Hou, Jinliang;  Huang, Chunlin
收藏  |  浏览/下载：26/0  |  提交时间：2022/04/28
PATTERNS  DUCKS  
A Method for Quantifying the Impacts of Human Activities on Net Primary Production of Grasslands in Northwest China 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 13
作者:  Li, Chuanhua;  Dou, Tianbao;  Wang, Yutao;  Zhu, Tongbin;  Yin, Huanhuan;  Zhou, Min;  Liu, Lihui;  Wu, Xiaodong
收藏  |  浏览/下载：26/0  |  提交时间：2022/04/28
QUANTITATIVE ASSESSMENT  CLIMATE-CHANGE  CENTRAL-ASIA  TERRESTRIAL  DEGRADATION  MODEL  CLASSIFICATION  PLATEAU  CARBON  ROLES  
Comparison of the backpropagation network and the random forest algorithm based on sampling distribution effects consideration for estimating nonphotosynthetic vegetation cover 期刊论文
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2021, 卷号: 104
作者:  Guo Zi-chen;  Wang Tao;  Liu Shu-lin;  Kang Wen-ping;  Chen Xiang;  Feng Kun;  Zhi Ying
收藏  |  浏览/下载：49/0  |  提交时间：2022/04/28
PHOTOSYNTHETIC VEGETATION  FRACTIONAL COVER  LOESS PLATEAU  MODIS DATA  BARE SOIL  INDEX  RESIDUE  IMAGERY  NDVI  CROP  
Mapping Maize Area in Heterogeneous Agricultural Landscape with Multi-Temporal Sentinel-1 and Sentinel-2 Images Based on Random Forest 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 15
作者:  Chen, Yansi;  Hou, Jinliang;  Huang, Chunlin;  Zhang, Ying;  Li, Xianghua
收藏  |  浏览/下载：33/0  |  提交时间：2022/04/28
MODIS TIME-SERIES  CROP CLASSIFICATION  LAND-COVER  VEGETATION INDEXES  FEATURE-SELECTION  NDVI DATA  PERFORMANCE  FIELDS  EXTENT  
Combination of Sentinel-2 and PALSAR-2 for Local Climate Zone Classification: A Case Study of Nanchang, China 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 10
作者:  Chen, Chaomin;  Bagan, Hasi;  Xie, Xuan;  La, Yune;  Yamagata, Yoshiki
收藏  |  浏览/下载：15/0  |  提交时间：2022/04/28
LAND-SURFACE TEMPERATURE  URBAN HEAT-ISLAND  RANDOM FOREST CLASSIFICATION  COVER CLASSIFICATION  LIDAR DATA  MULTISPECTRAL DATA  SAR  PERFORMANCE  CITIES  IMAGES  
Snow Depth Fusion Based on Machine Learning Methods for the Northern Hemisphere 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 7
作者:  Hu, Yanxing;  Che, Tao;  Dai, Liyun;  Xiao, Lin
收藏  |  浏览/下载：31/0  |  提交时间：2021/12/21
A Comparative Study of Four Merging Approaches for Regional Precipitation Estimation 期刊论文
IEEE ACCESS, 2021, 卷号: 9
作者:  Fan, Zedong;  Li, Weiyue;  Jiang, Qin;  Sun, Weiwei;  Wen, Jiahong;  Gao, Jun
收藏  |  浏览/下载：92/0  |  提交时间：2022/04/28
Monitoring desertification in Mongolia based on Landsat images and Google Earth Engine from 1990 to 2020 期刊论文
ECOLOGICAL INDICATORS, 2021, 卷号: 129
作者:  Meng, Xiaoyu;  Gao, Xin;  Li, Sen;  Li, Shengyu;  Lei, Jiaqiang
收藏  |  浏览/下载：23/0  |  提交时间：2022/04/28
HORQIN SANDY LAND  AEOLIAN DESERTIFICATION  RANDOM FOREST  NORTHERN SHAANXI  MODIS  CLASSIFICATION  DYNAMICS  AREAS  DEGRADATION  ALGORITHM