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Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
机构
地理科学与资源研究... [21]
地质与地球物理研究所 [2]
采集方式
OAI收割 [23]
内容类型
期刊论文 [23]
发表日期
2024 [1]
2023 [1]
2022 [7]
2021 [4]
2020 [4]
2019 [1]
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Enhancing vegetation formation classification: Integrating coarse-scale traditional mapping knowledge and advanced machine learning
期刊论文
OAI收割
SCIENCE OF THE TOTAL ENVIRONMENT, 2024, 卷号: 923, 页码: 171477
作者:
Zhang, Tao
;
Li, Baolin
;
Yuan, Yecheng
;
Gao, Xizhang
;
Zhou, Ji
  |  
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2024/06/17
Predictive vegetation mapping
Remote sensing
Environmental variable
Upstream of the Yellow River
Large-area soil mapping based on environmental similarity with adaptive consideration of spatial distance to samples
期刊论文
OAI收割
GEODERMA, 2023, 卷号: 439, 页码: 116683
作者:
Fan, Xingchen
;
Fan, Naiqing
;
Qin, Cheng-Zhi
;
Zhao, Fang-He
;
Zhu, Liang-Jun
  |  
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2023/12/04
Digital soil mapping
Environmental similarity
Large area
Individual Predictive Soil Mapping (iPSM)
Inverse distance weight (IDW)
A review on digital mapping of soil carbon in cropland: progress, challenge, and prospect
期刊论文
OAI收割
ENVIRONMENTAL RESEARCH LETTERS, 2022, 卷号: 17, 期号: 12, 页码: 27
作者:
Huang, Haili
;
Yang, Lin
;
Zhang, Lei
;
Pu, Yue
;
Yang, Chenconghai
  |  
收藏
  |  
浏览/下载:37/0
  |  
提交时间:2023/01/09
soil carbon
cropland
digital soil mapping
soil information
environmental covariates
predictive models
Do model choice and sample ratios separately or simultaneously influence soil organic matter prediction?
期刊论文
OAI收割
INTERNATIONAL SOIL AND WATER CONSERVATION RESEARCH, 2022, 卷号: 10, 期号: 3, 页码: 470-486
作者:
John, Kingsley
;
Bouslihim, Yassine
;
Ofem, Kokei Ikpi
;
Hssaini, Lahcen
;
Razouk, Rachid
  |  
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2022/09/21
Analysis of variance
Agriculture
Digital soil mapping
Predictive mapping
Mediterranean
Digital soil mapping with adaptive consideration of the applicability of environmental covariates over large areas
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2022, 卷号: 113, 页码: 12
作者:
Fan, Nai-Qing
;
Zhao, Fang-He
;
Zhu, Liang-Jun
;
Qin, Cheng-Zhi
;
Zhu, A-Xing
  |  
收藏
  |  
浏览/下载:33/0
  |  
提交时间:2022/11/09
Digital soil mapping
Soil-environment relationship
Large area
Individual predictive soil mapping (iPSM)
Covariates applicability
Uncertainty
Digital soil mapping
Soil-environment relationship
Large area
Individual predictive soil mapping (iPSM)
Covariates applicability
Uncertainty
Digital soil mapping with adaptive consideration of the applicability of environmental covariates over large areas
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2022, 卷号: 113, 页码: 12
作者:
Fan, Nai-Qing
;
Zhao, Fang-He
;
Zhu, Liang-Jun
;
Qin, Cheng-Zhi
;
Zhu, A-Xing
  |  
收藏
  |  
浏览/下载:36/0
  |  
提交时间:2022/11/09
Digital soil mapping
Soil-environment relationship
Large area
Individual predictive soil mapping (iPSM)
Covariates applicability
Uncertainty
Digital soil mapping
Soil-environment relationship
Large area
Individual predictive soil mapping (iPSM)
Covariates applicability
Uncertainty
A CNN-LSTM Model for Soil Organic Carbon Content Prediction with Long Time Series of MODIS-Based Phenological Variables
期刊论文
OAI收割
REMOTE SENSING, 2022, 卷号: 14, 期号: 18, 页码: 18
作者:
Zhang, Lei
;
Cai, Yanyan
;
Huang, Haili
;
Li, Anqi
;
Yang, Lin
  |  
收藏
  |  
浏览/下载:43/0
  |  
提交时间:2022/11/09
soil organic carbon
land surface phenology
deep learning
predictive mapping
convolutional neural network (CNN)
long short-term memory (LSTM)
Mapping high resolution National Soil Information Grids of China
期刊论文
OAI收割
SCIENCE BULLETIN, 2022, 卷号: 67, 期号: 3, 页码: 328-340
作者:
Liu, Feng
;
Wu, Huayong
;
Zhao, Yuguo
;
Li, Decheng
;
Yang, Jin-Ling
  |  
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2022/09/21
Predictive soil mapping
Soil-landscape model
Machine learning
Depth function
Large and complex areas
Soil spatial variation
Mapping high resolution National Soil Information Grids of China
期刊论文
OAI收割
SCIENCE BULLETIN, 2022, 卷号: 67, 期号: 3, 页码: 328-340
作者:
Liu, Feng
;
Wu, Huayong
;
Zhao, Yuguo
;
Li, Decheng
;
Yang, Jin-Ling
  |  
收藏
  |  
浏览/下载:60/0
  |  
提交时间:2022/09/21
Predictive soil mapping
Soil-landscape model
Machine learning
Depth function
Large and complex areas
Soil spatial variation
A self-training semi-supervised machine learning method for predictive mapping of soil classes with limited sample data
期刊论文
OAI收割
GEODERMA, 2021, 卷号: 384, 页码: 10
作者:
Zhang, Lei
;
Yang, Lin
;
Ma, Tianwu
;
Shen, Feixue
;
Cai, Yanyan
  |  
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2021/03/15
Digital soil sampling
Machine learning
Semi-supervised learning
Self-training
Predictive mapping