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科研机构
地理科学与资源研... [213]
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期刊论文 [144]
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会议论文 [4]
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专题:地理科学与资源研究所
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Hybridization of cokriging and gaussian process regression modelling techniques in mapping soil sulphur
期刊论文
CATENA, 2021, 卷号: 206, 页码: 18
作者:
John, Kingsley
;
Agyeman, Prince Chapman
;
Kebonye, Ndiye Michael
;
Isong, Isong Abraham
;
Ayito, Esther O.
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浏览/下载:160/0
  |  
提交时间:2021/11/05
Soil nutrient distribution
Digital soil mapping
Machine learning
Cokriging
Agricultural productivity
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:52/0
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提交时间:2021/11/05
Soil organic matter
Dongzhi Loess Tableland
Gradient boosting modeling
Random forest
High accuracy surface modeling
Global sensitivity and uncertainty analysis of the VIP ecosystem model with an expanded soil nitrogen module for winter wheat-summer maize rotation system in the North China Plain
期刊论文
PEDOSPHERE, 2021, 卷号: 31, 期号: 5, 页码: 822-838
作者:
He, Lihong
;
Mo, Xingguo
;
Hu, Shi
;
Liu, Suxia
收藏
  |  
浏览/下载:92/0
  |  
提交时间:2021/08/19
ammonia volatilization
denitrification rate
global sensitivity analyses
shuffled complex evolution developed at the University of Arizona (SCE-UA) algorithm
vegetation interface processes model
An effective method for determining the optimal sampling scale based on the purposes of soil pollution investigations and the factors influencing the pollutants
期刊论文
JOURNAL OF HAZARDOUS MATERIALS, 2021, 卷号: 418, 页码: 13
作者:
Qiao, Pengwei
;
Dong, Nan
;
Lei, Mei
;
Yang, Sucai
;
Gou, Yaling
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  |  
浏览/下载:78/0
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提交时间:2021/11/05
Soil pollution investigation
Optimal sampling scale
Influencing factors
Geostatistics and spatial analysis
Geographical detector
Temporally variable parameters simulate asymmetrical interannual variation of aboveground and belowground carbon pools in an alpine meadow
期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2021, 卷号: 307, 页码: 14
作者:
Xu, Qian
;
He, Honglin
;
Ren, Xiaoli
;
Zhang, Li
;
Lin, Li
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  |  
浏览/下载:59/0
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提交时间:2021/11/05
Interannual variation
Temporally variable parameter
Constant parameter
Carbon sequestration
Carbon pool
Allocation parameter
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
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浏览/下载:65/0
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提交时间:2021/11/05
forest soil CO2 flux
satellite remote sensing data
random forest algorithm
subtropical forest ecosystem
Encoder-Decoder Full Residual Deep Networks for Robust Regression and Spatiotemporal Estimation
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 9, 页码: 4217-4230
作者:
Li, Lianfa
;
Fang, Ying
;
Wu, Jun
;
Wang, Jinfeng
;
Ge, Yong
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浏览/下载:80/0
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提交时间:2021/11/05
Bias
deep learning
encoder-decoder
full residual deep network
non-linear regression
prediction of satellite aerosol optical depth (AOD) and PM2.5
spatiotemporal modeling
UAV-based individual shrub aboveground biomass estimation calibrated against terrestrial LiDAR in a shrub-encroached grassland
期刊论文
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2021, 卷号: 101, 页码: 12
作者:
Zhao, Yujin
;
Liu, Xiaoliang
;
Wang, Yang
;
Zheng, Zhaoju
;
Zheng, Shuxia
收藏
  |  
浏览/下载:73/0
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提交时间:2021/08/19
Shrub encroachment
Biomass
Unmanned aerial vehicle (UAV)
Terrestrial laser scanning
Volume
Individual shrub identification
Ecological risk assessment of heavy metal contamination of mining area soil based on land type changes: An information network environ analysis
期刊论文
ECOLOGICAL MODELLING, 2021, 卷号: 455, 页码: 13
作者:
Lu, Jingzhao
;
Lu, Hongwei
;
Wang, Weipeng
;
Feng, SanSan
;
Lei, Kaiwen
收藏
  |  
浏览/下载:48/0
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提交时间:2021/08/19
Network environ analysis (NEA)
The finite element method (FEM)
Ecological risk assessment
Heavy metals
Mining ecosystems
A new method for broad-scale modeling and projection of plant assemblages under climatic, biotic, and environmental cofiltering
期刊论文
CONSERVATION BIOLOGY, 2021, 页码: 10
作者:
Ferrarini, Alessandro
;
Bai, Yang
;
Dai, Junhu
;
Alatalo, Juha M.
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  |  
浏览/下载:56/0
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提交时间:2021/11/05
classifier chains
climate change
multilabel modeling
plant species conservation
rare species
Swiss Alps
Cadenas de clasificacion
cambio climatico
conservacion de especies de plantas
modelado multi-etiqueta
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