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科研机构
地理科学与资源研究... [23]
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期刊论文 [23]
发表日期
2021 [23]
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发表日期:2021
专题:地理科学与资源研究所
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A novel Landsat-based automated mapping of marsh wetland in the headwaters of the Brahmaputra, Ganges and Indus Rivers, southwestern Tibetan Plateau
期刊论文
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2021, 卷号: 103, 页码: 16
作者:
Liu, Qionghuan
;
Zhang, Yili
;
Liu, Linshan
;
Wang, Zhaofeng
;
Nie, Yong
收藏
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浏览/下载:42/0
  |  
提交时间:2021/11/05
Wetland mapping
Random forest
Feature optimization
Google Earth Engine
Tibetan Plateau
Impacts of storm events on chlorophyll-a variations and controlling factors for algal bloom in a river receiving reclaimed water
期刊论文
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2021, 卷号: 297, 页码: 12
作者:
Liao, Anran
;
Han, Dongmei
;
Song, Xianfang
;
Yang, Shengtian
收藏
  |  
浏览/下载:31/0
  |  
提交时间:2021/11/05
Chlorophyll-a
Algal bloom
Storm event
Temperature
Reclaimed water
Digital mapping of zinc in urban topsoil using multisource geospatial data and random forest
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2021, 卷号: 792, 页码: 8
作者:
Shi, Tiezhu
;
Hu, Xianjun
;
Guo, Long
;
Su, Fenzheng
;
Tu, Wei
收藏
  |  
浏览/下载:72/0
  |  
提交时间:2021/11/05
Digital soil mapping
Remote sensing data
Social sensing data
Geodetector
Urban functional type
Crop yield forecasting and associated optimum lead time analysis based on multi-source environmental data across China
期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2021, 卷号: 308, 页码: 12
作者:
Li, Linchao
;
Wang, Bin
;
Feng, Puyu
;
Wang, Huanhuan
;
He, Qinsi
收藏
  |  
浏览/下载:78/0
  |  
提交时间:2021/11/05
Crop yield forecast
Climate extremes
Remote sensing
Random forest
Lead time
Variable importance
Incorporation of high accuracy surface modeling into machine learning to improve soil organic matter mapping
期刊论文
ECOLOGICAL INDICATORS, 2021, 卷号: 129, 页码: 13
作者:
Wang, Zong
;
Du, Zhengping
;
Li, Xiaoyan
;
Bao, Zhengyi
;
Zhao, Na
收藏
  |  
浏览/下载:52/0
  |  
提交时间:2021/11/05
Soil organic matter
Dongzhi Loess Tableland
Gradient boosting modeling
Random forest
High accuracy surface modeling
Spatiotemporal Monitoring of Soil CO2 Efflux in a Subtropical Forest during the Dry Season Based on Field Observations and Remote Sensing Imagery
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 17, 页码: 23
作者:
Chen, Tao
;
Xu, Zhenwu
;
Tang, Guoping
;
Chen, Xiaohua
;
Fang, Hong
收藏
  |  
浏览/下载:65/0
  |  
提交时间:2021/11/05
forest soil CO2 flux
satellite remote sensing data
random forest algorithm
subtropical forest ecosystem
New Forest Aboveground Biomass Maps of China Integrating Multiple Datasets
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 15, 页码: 20
作者:
Chang, Zhongbing
;
Hobeichi, Sanaa
;
Wang, Ying-Ping
;
Tang, Xuli
;
Abramowitz, Gab
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  |  
浏览/下载:40/0
  |  
提交时间:2021/11/05
forest aboveground biomass
carbon stock
field measurements
remote sensing
China
Hyperspectral inversion of soil heavy metals in Three-River Source Region based on random forest model
期刊论文
CATENA, 2021, 卷号: 202, 页码: 10
作者:
Zhou, Wei
;
Yang, Han
;
Xie, Lijuan
;
Li, Haoran
;
Huang, Lu
收藏
  |  
浏览/下载:292/0
  |  
提交时间:2021/07/09
Soil heavy metal
Hyperspectral
Random forest model (RF)
Support vector machine (SVM)
Three-River Source Region
Mapping Panax Notoginseng Plantations by Using an Integrated Pixel- and Object-Based (IPOB) Approach and ZY-3 Imagery
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 11, 页码: 22
作者:
Yang, Zhiqi
;
Dong, Jinwei
;
Kou, Weili
;
Qin, Yuanwei
;
Xiao, Xiangming
收藏
  |  
浏览/下载:71/0
  |  
提交时间:2021/08/19
Random Forest
integrated pixel- and object-based (IPOB) approach
feature selection
segmentation
Panax notoginseng
Random forest model based fine scale spatiotemporal O-3 trends in the Beijing-Tianjin-Hebei region in China, 2010 to 2017
期刊论文
ENVIRONMENTAL POLLUTION, 2021, 卷号: 276, 页码: 9
作者:
Ma, Runmei
;
Ban, Jie
;
Wang, Qing
;
Zhang, Yayi
;
Yang, Yang
收藏
  |  
浏览/下载:48/0
  |  
提交时间:2021/06/10
Ambient ozone
Random forest model
Simulation
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