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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：47/0  |  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  
Building damage annotation on post-hurricane satellite imagery based on convolutional neural networks 期刊论文
Natural Hazards, 2020, 卷号: 103, 期号: 3
作者:  Cao Q.D.;  Choe Y.
收藏  |  浏览/下载：30/0  |  提交时间：2021/09/01
Building  Damage assessment  Image classification  Neural network  Remote sensing  
Predicting and mapping site index in operational forest inventories using bitemporal airborne laser scanner data 期刊论文
, 2020, 卷号: 457
作者:  Noordermeer L.;  Gobakken T.;  Næsset E.;  Bollandsås O.M.
收藏  |  浏览/下载：37/0  |  提交时间：2020/07/28
Antennas  Forecasting  Image resolution  Laser applications  Mapping  Mean square error  Productivity  Regression analysis  Scanning  Airborne laser scanners  Forest management planning  Forest productivity  Mapping site index  Operational forest inventories  Operational practices  Root mean squared errors  Undisturbed forests  Forestry  airborne sensor  classification  forest inventory  forest management  growth response  prediction  scanner  site index  spatial resolution  woody plant  Forecasts  Forestry  Mapping  Productivity  Regression Analysis  Scanning  Norway  Picea abies  Pinus sylvestris  
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  
Assessment of Ecosystem Services Value Based on Land Use and Land Cover Changes in the Transboundary Karnali River Basin, Central Himalayas 期刊论文
SUSTAINABILITY, 2019, 卷号: 11, 期号: 11
作者:  Shrestha, Bhaskar;  Ye, Qinghua;  Khadka, Nitesh
收藏  |  浏览/下载：184/0  |  提交时间：2022/06/21
CLASSIFICATION  LANDSCAPE  DYNAMICS  PLATEAU  IMAGE  GIS