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Integration of WorldView-2 and airborne laser scanning data to classify defoliation levels in Quercus ilex L. Dehesas affected by root rot mortality: Management implications 期刊论文
FOREST ECOLOGY AND MANAGEMENT, 2019, 451
作者:  Navarro-Cerrillo, Rafael M.;  Varo-Martinez, Ma Angeles;  Acosta, Cristina;  Palacios Rodriguez, Guillermo;  Sanchez-Cuesta, Rafael;  Gomez, Francisco J. Ruiz
收藏  |  浏览/下载：15/0  |  提交时间：2019/11/27
Dehesas forest type  Holm oak decline  Defoliation  Predictor remote sensing datasets  Segmentation  Random forest  
Assessment of multi-wavelength SAR and multispectral instrument data for forest aboveground biomass mapping using random forest kriging 期刊论文
FOREST ECOLOGY AND MANAGEMENT, 2019, 447: 12-25
作者:  Chen, Lin;  Wang, Yeqiao;  Ren, Chunying;  Zhang, Bai;  Wang, Zongming
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/27
ALOS-2 L band SAR  Sentinel-2 MSI  Sentinel-1C band SAR  SRTM DEM  Random forest kriging  Forest aboveground biomass  
Pre-stratified modelling plus residuals kriging reduces the uncertainty of aboveground biomass estimation and spatial distribution in heterogeneous savannas and forest environments 期刊论文
FOREST ECOLOGY AND MANAGEMENT, 2019, 445: 96-109
作者:  Silveira, Eduarda M. O.;  Espirito Santo, Fernando D.;  Wulder, Michael A.;  Acerbi Junior, Fausto W.;  Carvalho, Monica C.;  Mello, Carlos R.;  Mello, Jose M.;  Shimabukuro, Yosio E.;  Nunes Santos Terra, Marcela Castro;  Carvalho, Luis Marcelo T.;  Scolforo, Jose R. S.
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/27
AGB  Random forests  Brazilian biomes  Climate  Seasonality  
Comparison of machine learning algorithms for forest parameter estimations and application for forest quality assessments 期刊论文
FOREST ECOLOGY AND MANAGEMENT, 2019, 434: 224-234
作者:  Zhao, Qingxia;  Yu, Shichuan;  Zhao, Fei;  Tian, Linghong;  Zhao, Zhong
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
Machine learning algorithms (MLAs)  Forest parameter estimations  Forest quality (FQ)  Black locust (Robinia pseudoacacia)  
Quantifying driving factors of vegetation carbon stocks of Moso bamboo forests using machine learning algorithm combined with structural equation model 期刊论文
FOREST ECOLOGY AND MANAGEMENT, 2018, 429: 406-413
作者:  Shi, Yongjun;  Xu, Lin;  Zhou, Yufeng;  Ji, Biyong;  Zhou, Guomo;  Fang, Huiyun;  Yin, Jiayang;  Deng, Xu
收藏  |  浏览/下载：9/0  |  提交时间：2019/04/09
Vegetation carbon stocks  Carbon sequestration  Driving factors  Machine learning method  Structural equation modeling  Phyllostachys pubescens  
Resilience of understory vegetation after variable retention felling in boreal Norway spruce forests - A ten-year perspective 期刊论文
FOREST ECOLOGY AND MANAGEMENT, 2017, 393: 43827
作者:  Vanha-Majamaa, Ilkka;  Shorohova, Ekaterina;  Kushnevskaya, Helena;  Jalonen, Jyrki
收藏  |  浏览/下载：7/0  |  提交时间：2019/04/09
Bryophytes  Forest management  Site preparation  Vegetation community  Biodiversity  Vascular plants