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Estimating grassland aboveground biomass on the Tibetan Plateau using a random forest algorithm 期刊论文
ECOLOGICAL INDICATORS, 2019, 卷号: 102, 页码: 479-487
Authors:  Zeng, Na;  Ren, Xiaoli;  He, Honglin;  Zhang, Li;  Zhao, Dan;  Ge, Rong;  Li, Pan;  Niu, Zhongen
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Aboveground biomass (AGB)  The Tibetan Plateau  Random Forest (RF)  Mean annual temperature (MAT)  Mean annual precipitation (MAP)  
Changes in quantity, quality, and pattern of farmland in a rapidly developing region of China: a case study of the Ningbo region 期刊论文
LANDSCAPE AND ECOLOGICAL ENGINEERING, 2019, 卷号: 15, 期号: 3, 页码: 323-336
Authors:  Zhang, Chao;  Wang, Xue;  Liu, Yujie
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Land use change  Land quality  Landscape pattern  Farmland protection policy  China  
Normalization of the temporal effect on the MODIS land surface temperature product using random forest regression 期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2019, 卷号: 152, 页码: 109-118
Authors:  Zhao, Wei;  Wu, Hua;  Yin, Gaofei;  Duan, Si-Bo
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Land surface temperature  Temporal effect  MODIS  Random forest regression  Normalization  
Responses of species abundance distribution patterns to spatial scaling in subtropical secondary forests 期刊论文
ECOLOGY AND EVOLUTION, 2019, 卷号: 9, 期号: 9, 页码: 5338-5347
Authors:  Wu, Anchi;  Deng, Xiangwen;  He, Honglin;  Ren, Xiaoli;  Jing, Yiran;  Xiang, Wenhua;  Ouyang, Shuai;  Yan, Wende;  Fang, Xi
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community structure  neutral theory model  niche model  secondary forests  spatial scaling  species abundance distributions  
An Improved Multi-temporal and Multi-feature Tea Plantation Identification Method Using Sentinel-2 Imagery 期刊论文
SENSORS, 2019, 卷号: 19, 期号: 9, 页码: 16
Authors:  Zhu, Jun;  Pan, Ziwu;  Wang, Hang;  Huang, Peijie;  Sun, Jiulin;  Qin, Fen;  Liu, Zhenzhen
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remote sensing  Sentinel-2  tea plantation identification  Random Forest algorithm  feature selection  China  
Predicting soil organic carbon content in croplands using crop rotation and Fourier transform decomposed variables 期刊论文
GEODERMA, 2019, 卷号: 340, 页码: 289-302
Authors:  Yang, Lin;  Song, Min;  Zhu, A-Xing;  Qin, Chengzhi;  Zhou, Chenghu;  Qi, Feng;  Li, Xinming;  Chen, Ziyue;  Gao, Binbo
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Digital soil mapping  Soil organic carbon content  Human activity factor  Crop rotation  Fourier transform  
High resolution paddy rice maps in cloud-prone Bangladesh and Northeast India using Sentinel-1 data 期刊论文
SCIENTIFIC DATA, 2019, 卷号: 6, 页码: 10
Authors:  Singha, Mrinal;  Dong, Jinwei;  Zhang, Geli;  Xiao, Xiangming
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Identification of the Debris Flow Process Types within Catchments of Beijing Mountainous Area 期刊论文
WATER, 2019, 卷号: 11, 期号: 4, 页码: 26
Authors:  Wang, Nan;  Cheng, Weiming;  Zhao, Min;  Liu, Qiangyi;  Wang, Jing
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debris flow process  machinelearning  catchment  Beijing mountainous area  
Land Use Change in Coastal Cities during the Rapid Urbanization Period from 1990 to 2016: A Case Study in Ningbo City, China 期刊论文
SUSTAINABILITY, 2019, 卷号: 11, 期号: 7, 页码: 21
Authors:  Zhang, Chao;  Zhong, Shuai;  Wang, Xue;  Shen, Lei;  Liu, Litao;  Liu, Yujie
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land use change  transition matrix  spatial dynamic  random forest  Ningbo city  
Using Social Media to Mine and Analyze Public Sentiment during a Disaster: A Case Study of the 2018 Shouguang City Flood in China 期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2019, 卷号: 8, 期号: 4, 页码: 16
Authors:  Han, Xuehua;  Wang, Juanle
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social media  flood  public sentiment  disaster risk reduction  China