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Global quantitative synthesis of effects of biotic and abiotic factors on stemflow production in woody ecosystems 期刊论文
GLOBAL ECOLOGY AND BIOGEOGRAPHY, 2021, 卷号: 30, 期号: 8
作者:  Zhang, Yafeng;  Wang, Xinping;  Pan, Yanxia;  Hu, Rui;  Chen, Ning;  Sandel, Brody
收藏  |  浏览/下载：31/0  |  提交时间：2022/04/28
RAIN EVENT CHARACTERISTICS  THROUGHFALL  FOREST  TREES  INTERCEPTION  CANOPY  VARIABILITY  FLOW  OAK  PLANTATION  
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：27/0  |  提交时间：2022/04/28
QUANTITATIVE ASSESSMENT  CLIMATE-CHANGE  CENTRAL-ASIA  TERRESTRIAL  DEGRADATION  MODEL  CLASSIFICATION  PLATEAU  CARBON  ROLES  
Spatial-Temporal Distribution of the Freeze-Thaw Cycle of the Largest Lake (Qinghai Lake) in China Based on Machine Learning and MODIS from 2000 to 2020 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 9
作者:  Han, Weixiao;  Huang, Chunlin;  Gu, Juan;  Hou, Jinliang;  Zhang, Ying
收藏  |  浏览/下载：14/0  |  提交时间：2022/04/28
SENTINEL-2 SURFACE REFLECTANCE  SNOW COVER PRODUCTS  ICE COVER  RANDOM FOREST  TIBETAN PLATEAU  CLIMATE-CHANGE  GLOBAL LAKE  WATER  ALGORITHM  PHENOLOGY  
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：34/0  |  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  
An evaluation of machine learning classifiers for next-generation, continuous-ethogram smart trackers 期刊论文
MOVEMENT ECOLOGY, 2021, 卷号: 9, 期号: 1
作者:  Yu, Hui;  Deng, Jian;  Nathan, Ran;  Kroeschel, Max;  Pekarsky, Sasha;  Li, Guozheng;  Klaassen, Marcel
收藏  |  浏览/下载：25/0  |  提交时间：2022/04/28
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：15/0  |  提交时间：2022/04/28
CONVOLUTIONAL NEURAL-NETWORK  RANDOM FOREST  TIBETAN PLATEAU  EASTERN PAMIR  CLASSIFICATION  BASIN  IMAGES  MODEL  INVENTORY  ACCURACY  
46-Year (1973-2019) Permafrost Landscape Changes in the Hola Basin, Northeast China Using Machine Learning and Object-Oriented Classification 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 10
作者:  Serban, Raul-David;  Serban, Mihaela;  He, Ruixia;  Jin, Huijun;  Li, Yan;  Li, Xinyu;  Wang, Xinbin;  Li, Guoyu
收藏  |  浏览/下载：38/0  |  提交时间：2022/04/28
LAND-COVER CLASSIFICATION  SUPPORT VECTOR MACHINE  WATER INDEX NDWI  FOREST BIOMASS  IMAGE-ANALYSIS  TIME-SERIES  VEGETATION  FIELD  CLIMATE  AREAS  
Divergent scaling of fine-root nitrogen and phosphorus in different root diameters, orders and functional categories: A meta-analysis 期刊论文
FOREST ECOLOGY AND MANAGEMENT, 2021, 卷号: 495
作者:  Wang, Zhiqiang;  Huang, Heng;  Yao, Buqing;  Deng, Jianming;  Ma, Zeqing;  Niklas, Karl J.
收藏  |  浏览/下载：13/0  |  提交时间：2022/04/28
N-P STOICHIOMETRY  LEAF NITROGEN  BIOLOGICAL STOICHIOMETRY  PLANT  GROWTH  TEMPERATE  ARCHITECTURE  LIMITATION  ALLOCATION  WORLDWIDE  
Merging multiple satellite-based precipitation products and gauge observations using a novel double machine learning approach 期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 594
作者:  Zhang, Ling;  Li, Xin;  Zheng, Donghai;  Zhang, Kun;  Ma, Qimin;  Zhao, Yanbo;  Ge, Yingchun
收藏  |  浏览/下载：18/0  |  提交时间：2022/04/28
ARTIFICIAL NEURAL-NETWORKS  INTERPOLATION TECHNIQUES  RAINFALL DATA  REGRESSION  PERFORMANCE  ALGORITHM  SYSTEM  REGION  ERROR  BASIN