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Evaluation of submerged mangrove recognition index using multi-tidal remote sensing data 期刊论文
ECOLOGICAL INDICATORS, 2020, 卷号: 113, 页码: 14
Authors:  Xia, Qing;  Qin, Cheng-Zhi;  Li, He;  Huang, Chong;  Su, Fen-Zhen;  Jia, Ming-Ming
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Mangrove forests  Vegetation indices  Submerged mangrove recognition index (SMRI)  High-resolution images  Medium-resolution images  
Impact of variations in vegetation on surface air temperature change over the Chinese Loess Plateau 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 卷号: 716, 页码: 9
Authors:  Jin, Kai;  Wang, Fei;  Zong, Quanli;  Qin, Peng;  Liu, Chunxia
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Vegetation cover  Temperature change  Normalized difference vegetation index  'Observation minus reanalysis' method  Loess Plateau  
Comparison of additive and isometric log-ratio transformations combined with machine learning and regression kriging models for mapping soil particle size fractions 期刊论文
GEODERMA, 2020, 卷号: 365, 页码: 16
Authors:  Wang, Zong;  Shi, Wenjiao;  Zhou, Wei;  Li, Xiaoyan;  Yue, Tianxiang
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Soil particle size fractions  Log-ratio transformation  Boosted regression tree  Random forest  Regression kriging  
Evidence for satellite observed changes in the relative influence of climate indicators on autumn phenology over the Northern Hemisphere 期刊论文
GLOBAL AND PLANETARY CHANGE, 2020, 卷号: 187, 页码: 12
Authors:  Yuan, Huanhuan;  Wu, Chaoyang;  Gu, Chengyan;  Wang, Xiaoyue
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Northern hemisphere  Climate change  The end of growing season  Biome type  Spatial and temporal changes  
Random forest and watershed transformations for mapping quasi-circular vegetation patch using fused multispectral CBERS-04 images 期刊论文
IOP Conference Series: Materials Science and Engineering, 2020, 卷号: 768, 期号: 6
Authors:  Liu,Qingsheng
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Examining earliest identifiable timing of crops using all available Sentinel 1/2 imagery and Google Earth Engine 期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2020, 卷号: 161, 页码: 109-123
Authors:  You, Nanshan;  Dong, Jinwei
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Earliest identifiable timing (EIT)  Crops  Random forest  Classifier transfer  Temporal composite  Sentinel  Google Earth Engine  
Dynamic monitoring of desertification in Naiman Banner based on feature space models with typical surface parameters derived from LANDSAT images 期刊论文
LAND DEGRADATION & DEVELOPMENT, 2020, 页码: 20
Authors:  Guo, Bing;  Zang, Wenqian;  Han, Baomin;  Yang, Fei;  Luo, Wei;  He, Tianli;  Fan, Yewen;  Yang, Xiao;  Chen, Shuting
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albedo-NDVI point-to-point model  desertification  feature space  Naiman Banner  spatial pattern  
Spatially Explicit Mapping of Historical Population Density with Random Forest Regression: A Case Study of Gansu Province, China, in 1820 and 2000 期刊论文
SUSTAINABILITY, 2020, 卷号: 12, 期号: 3, 页码: 16
Authors:  Wang, Fahao;  Lu, Weidong;  Zheng, Jingyun;  Li, Shicheng;  Zhang, Xuezhen
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historical period  random forest regression model  population density  prediction  Gansu Province  
Improving prediction of soil organic carbon content in croplands using phenological parameters extracted from NDVI time series data 期刊论文
SOIL & TILLAGE RESEARCH, 2020, 卷号: 196, 页码: 13
Authors:  Yang, Lin;  He, Xianglin;  Shen, Feixue;  Zhou, Chenghu;  Zhu, A-Xing;  Gao, Bingbo;  Chen, Ziyue;  Li, Manchun
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Soil organic carbon  Digital soil mapping  Phenological parameters  NDVI time series  Crop rotation  
Compilation of 1:50,000 vegetation type map with remote sensing images based on mountain altitudinal belts of Taibai Mountain in the North-South transitional zone of China 期刊论文
JOURNAL OF GEOGRAPHICAL SCIENCES, 2020, 卷号: 30, 期号: 2, 页码: 267-280
Authors:  Yao, Yonghui;  Suonan, Dongzhu;  Zhang, Junyao
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vegetation type map  high resolution remote sensing data  mountain altitudinal belts  remote sensing interpretation  Taibai Mountain