Estimating soil salinity using multiple spectral indexes and machine learning algorithm in Songnen Plain, China-Reference-Cited by-同舟云学术

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Estimating soil salinity using multiple spectral indexes and machine learning algorithm in Songnen Plain, China

Published:2023 Issue: Volume: Page:1-11
ISSN:1939-1404
Container-title:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
language:
Short-container-title:IEEE J. Sel. Top. Appl. Earth Observations Remote Sensing

Author:

Ge Huitian¹^ORCID,Han Yang¹^ORCID,Xu Yaping²,Zhuang Lijuan¹,Wang Feiyu¹,Gu Qianyi¹^ORCID,Li Xiaojie³^ORCID

Affiliation:

1. Key Laboratory of Geographical Processes and Ecological Security in Changbai Mountains, Ministry of Education, School of Geographical Sciences, Northeast Normal University, Changchun, Jilin, China

2. Department of Plant Sciences, University of Tennessee, Knoxville, TN, USA

3. Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun, Jilin, China

Funder

Jilin Provincial Science and Technology Development Project

Education Department of Jilin Province

the Fundamental Research Funds for the Central Universities

National Natural Science Foundation of China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Atmospheric Science,Computers in Earth Sciences

Link

http://xplorestaging.ieee.org/ielx7/4609443/4609444/10121912.pdf?arnumber=10121912

Reference51 articles.

1. Detecting salinity hazards within a semiarid context by means of combining soil and remote-sensing data

2. Capability of Sentinel-2 MSI data for monitoring and mapping of soil salinity in dry and wet seasons in the Ebinur Lake region, Xinjiang, China

3. Baseline-Based Soil Salinity Index (BSSI): A Novel Remote Sensing Monitoring Method of Soil Salinization

4. Assessment of hydrosaline land degradation by using a simple approach of remote sensing indicators

5. Estimating soil salinity from remote sensing and terrain data in southern Xinjiang Province, China

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1. Spatial-temporal variation and influencing factors of ecological environment quality in Jilin Province (China);Frontiers in Environmental Science;2024-09-13

2. A Comparative Study of Different Dimensionality Reduction Algorithms for Hyperspectral Prediction of Salt Information in Saline–Alkali Soils of Songnen Plain, China;Agriculture;2024-07-21

3. A Systematic Review on Digital Soil Mapping Approaches in Lowland Areas;Land;2024-03-17

4. Soil Salinity Estimation by 3D Spectral Space Optimization and Deep Soil Investigation in the Songnen Plain, Northeast China;Sustainability;2024-03-01

5. Estimation of the surface urban heat island intensity across 1031 global cities using the regression-modification-estimation (RME) method;Journal of Cleaner Production;2024-01

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