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Spatio-temporal change monitoring for surface water on the Qinghai-Tibet Plateau from 1990 to 2020 using remote sensing 期刊论文
FRONTIERS IN EARTH SCIENCE, 2023, 卷号: 11
作者:  Sui, Tianbo;  Ye, Chengming;  Tang, Rong;  Wei, Ruilong
收藏  |  浏览/下载：2/0  |  提交时间：2024/03/01
remote sensing  water classification  Qinghai-Tibet Plateau  random forest  google earth engine  
The Status and Influencing Factors of Surface Water Dynamics on the Qinghai-Tibet Plateau During 2000-2020 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 卷号: 61
作者:  Ran, Qinwei;  Aires, Filipe;  Ciais, Philippe;  Qiu, Chunjing;  Hu, Ronghai;  Fu, Zheng;  Xue, Kai;  Wang, Yanfen
收藏  |  浏览/下载：9/0  |  提交时间：2024/03/01
Influencing mechanism  Qinghai-Tibet plateau  random forest (RF)  spatial-temporal variability  surface water mapping  two-step classification framework  
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：23/0  |  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  
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：36/0  |  提交时间：2022/04/28
HORQIN SANDY LAND  AEOLIAN DESERTIFICATION  RANDOM FOREST  NORTHERN SHAANXI  MODIS  CLASSIFICATION  DYNAMICS  AREAS  DEGRADATION  ALGORITHM  
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：18/0  |  提交时间：2022/04/28
CONVOLUTIONAL NEURAL-NETWORK  RANDOM FOREST  TIBETAN PLATEAU  EASTERN PAMIR  CLASSIFICATION  BASIN  IMAGES  MODEL  INVENTORY  ACCURACY  
Detecting and modelling alien tree presence using Sentinel-2 satellite imagery in Chile's temperate forests 期刊论文
, 2020, 卷号: 474
作者:  Martin-Gallego P.;  Aplin P.;  Marston C.;  Altamirano A.;  Pauchard A.
收藏  |  浏览/下载：40/0  |  提交时间：2020/07/28
Biodiversity  Conservation  Decision trees  Environmental protection  Random forests  Remote sensing  Satellite imagery  Araucaria araucana  Biological invasion  Classification accuracy  Fragmentation analysis  Fragmented landscapes  Landscape structures  Remote sensing approaches  Temperate forests  Forestry  biodiversity  coniferous tree  detection method  ecological modeling  introduced species  land cover  protected area  satellite imagery  Sentinel  temperate forest  Area  Averages  Biodiversity  Conservation  Coverings  Forestry  Remote Sensing  Trees  Araucania  Chile  Malalcahuello National Reserve  Villarrica National Park  Araucaria araucana  
A Fit-for-Purpose algorithm for Environmental Monitoring based on Maximum likelihood, Support Vector Machine and Random Forest 期刊论文
ISPRS TECHNICAL COMMISSION III WG III/2, 10 JOINT WORKSHOP MULTIDISCIPLINARY REMOTE SENSING FOR ENVIRONMENTAL MONITORING, 2019, 卷号: 42-3, 期号: W7, 页码: 25-32
作者:  Jamali, Ali
收藏  |  浏览/下载：36/0  |  提交时间：2019/10/08
Image classification  Earth Observation  Support Vector Machine  Random Forest  R