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Vegetation Mapping in the Permafrost Region: A Case Study on the Central Qinghai-Tibet Plateau 期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 1
作者:  Zou, Defu;  Zhao, Lin;  Liu, Guangyue;  Du, Erji;  Hu, Guojie;  Li, Zhibin;  Wu, Tonghua;  Wu, Xiaodong;  Chen, Jie
收藏  |  浏览/下载：34/0  |  提交时间：2022/04/28
RANDOM FOREST CLASSIFIER  ACTIVE-LAYER  SOILS  MAP  GRADIENT  IMPACT  CHINA  
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：38/0  |  提交时间：2022/04/28
SATELLITE DATA  INVENTORY  BASIN  DELINEATION  ALPS  AREA  
An Interannual Transfer Learning Approach for Crop Classification in the Hetao Irrigation District, China 期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 5
作者:  Hu, Yueran;  Zeng, Hongwei;  Tian, Fuyou;  Zhang, Miao;  Wu, Bingfang;  Gilliams, Sven;  Li, Sen;  Li, Yuanchao;  Lu, Yuming;  Yang, Honghai
收藏  |  浏览/下载：105/0  |  提交时间：2022/04/28
VIRTUAL WATER FLOWS  GOOGLE EARTH ENGINE  LAND-COVER  NATIONAL-SCALE  TIME-SERIES  PADDY RICE  SENTINEL-2  INDEX  AGRICULTURE  PERFORMANCE  
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  
Novel Machine Learning Method Integrating Ensemble Learning and Deep Learning for Mapping Debris-Covered Glaciers 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 13
作者:  Lu, Yijie;  Zhang, Zhen;  Shangguan, Donghui;  Yang, Junhua
收藏  |  浏览/下载：13/0  |  提交时间：2022/04/28
CONVOLUTIONAL NEURAL-NETWORK  RANDOM FOREST  TIBETAN PLATEAU  EASTERN PAMIR  CLASSIFICATION  BASIN  IMAGES  MODEL  INVENTORY  ACCURACY  
Sentinel-Based Inventory of Thermokarst Lakes and Ponds Across Permafrost Landscapes on the Qinghai-Tibet Plateau 期刊论文
EARTH AND SPACE SCIENCE, 2021, 卷号: 8, 期号: 11
作者:  Wei, Zhiqiang;  Du, Zhiheng;  Wang, Lei;  Lin, Jiahui;  Feng, Yaru;  Xu, Qian;  Xiao, Cunde
收藏  |  浏览/下载：19/0  |  提交时间：2022/04/28
RANDOM FOREST CLASSIFIER  LAND-COVER  SURFACE-WATER  WARMING PERMAFROST  CROPLAND EXTENT  CLIMATE-CHANGE  TIME-SERIES  CARBON  STOCKS  REGION