Empirical relationships between environmental factors and soil organic carbon produce comparable prediction accuracy to machine learning-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

Empirical relationships between environmental factors and soil organic carbon produce comparable prediction accuracy to machine learning

Published:2022-09-02 Issue:6 Volume:86 Page:1611-1624
ISSN:0361-5995
Container-title:Soil Science Society of America Journal
language:en
Short-container-title:Soil Science Soc of Amer J

Author:

Mishra Umakant¹^ORCID,Yeo Kyongmin²,Adhikari Kabindra³^ORCID,Riley William J.⁴,Hoffman Forrest M.⁵,Hudson Corey¹,Gautam Sagar¹

Affiliation:

1. Computational Biology & Biophysics Sandia National Laboratories Livermore CA 94550 USA

2. IBM Thomas J. Watson Research Center Yorktown Heights NY 10562 USA

3. USDA‐ARS, Grassland, Soil and Water Research Laboratory Temple TX 76502 USA

4. Earth & Environmental Sciences Lawrence Berkeley National Laboratory Berkeley CA 94720 USA

5. Climate Change Institute, Oak Ridge National Laboratory Oak Ridge TN 37830 USA

Publisher

Wiley

Subject

Soil Science

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1002/saj2.20453

Reference66 articles.

1. Linking soils to ecosystem services — A global review

2. Importance and strength of environmental controllers of soil organic carbon changes with scale

3. Harmonized soil property values for broad-scale modelling (WISE30sec) with estimates of global soil carbon stocks

Cited by 5 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Unravelling spatial drivers of topsoil total carbon variability in tropical paddy soils of Sri Lanka;Geoderma Regional;2024-03

2. Upscaling Soil Organic Carbon Measurements at the Continental Scale Using Multivariate Clustering Analysis and Machine Learning;Journal of Geophysical Research: Biogeosciences;2024-02

3. Combining machine learning and environmental covariates for mapping of organic carbon in soils of Russia;The Egyptian Journal of Remote Sensing and Space Science;2023-12

4. Sentinel-1 Imagery Used for Estimation of Soil Organic Carbon by Dual-Polarization SAR Vegetation Indices;Remote Sensing;2023-11-23

5. Environmental factors and spatial dependence explain half of the inherent variation in carbon pools of tropical paddy soils;CATENA;2023-10

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号京ICP备18003416号-3