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地理科学与资源研究... [23]
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期刊论文 [38]
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2021 [38]
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发表日期:2021
内容类型:期刊论文
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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
  |  
浏览/下载:42/0
  |  
提交时间:2021/11/05
Wetland mapping
Random forest
Feature optimization
Google Earth Engine
Tibetan Plateau
Reflectance Spectroscopy with Multivariate Methods for Non-Destructive Discrimination of Edible Oil Adulteration
期刊论文
BIOSENSORS-BASEL, 2021, 卷号: 11
作者:
Su, Ning
;
Weng, Shizhuang
;
Wang, Liusan
;
Xu, Taosheng
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2022/02/14
oil adulteration
Vis-NIR
reflectance spectroscopy
multivariate analysis
CARS
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:73/0
  |  
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
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  |  
浏览/下载:79/0
  |  
提交时间:2021/11/05
Crop yield forecast
Climate extremes
Remote sensing
Random forest
Lead time
Variable importance
Uav-borne hyperspectral imaging remote sensing system based on acousto-optic tunable filter for water quality monitoring
期刊论文
Remote Sensing, 2021, 卷号: 13, 期号: 20
作者:
Liu, Hong
;
Yu, Tao
;
Hu, Bingliang
;
Hou, Xingsong
;
Zhang, Zhoufeng
收藏
  |  
浏览/下载:79/0
  |  
提交时间:2021/11/01
hyperspectral imaging
acousto-optic tunable filter
UAV platform
remote sensing
water quality monitoring
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
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  |  
浏览/下载:54/0
  |  
提交时间:2021/11/05
Soil organic matter
Dongzhi Loess Tableland
Gradient boosting modeling
Random forest
High accuracy surface modeling
Predicting the Risk of Hypertension Based on Several Easy-to-Collect Risk Factors: A Machine Learning Method
期刊论文
FRONTIERS IN PUBLIC HEALTH, 2021, 卷号: 9
作者:
Zhao, Huanhuan
;
Zhang, Xiaoyu
;
Xu, Yang
;
Gao, Lisheng
;
Ma, Zuchang
收藏
  |  
浏览/下载:37/0
  |  
提交时间:2021/11/01
hypertension
risk prediction
machine learning method
easy-to-collect
lifestyle
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:71/0
  |  
提交时间:2021/11/05
forest soil CO2 flux
satellite remote sensing data
random forest algorithm
subtropical forest ecosystem
Accurate Prediction of Earthquake-Induced Landslides Based on Deep Learning Considering Landslide Source Area
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 17, 页码: 19
作者:
Li, Yao
;
Cui, Peng
;
Ye, Chengming
;
Marcato Junior, Jose
;
Zhang, Zhengtao
收藏
  |  
浏览/下载:32/0
  |  
提交时间:2021/12/15
spatial prediction
earthquake-induced landslide
source area feature
stacked autoencoder
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