Comparison of boosted regression tree and random forest models for mapping topsoil organic carbon concentration in an alpine ecosystem-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

Comparison of boosted regression tree and random forest models for mapping topsoil organic carbon concentration in an alpine ecosystem

Published:2016-01 Issue: Volume:60 Page:870-878
ISSN:1470-160X
Container-title:Ecological Indicators
language:en
Short-container-title:Ecological Indicators

Author:

Yang Ren-Min,Zhang Gan-Lin,Liu Feng,Lu Yuan-Yuan,Yang Fan,Yang Fei,Yang Min,Zhao Yu-Guo,Li De-Cheng

Funder

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Ecology,Ecology, Evolution, Behavior and Systematics,General Decision Sciences

Reference65 articles.

1. Spatial analysis and modeling of topsoil carbon storage in temperate forest humic loamy soils of France;Arrouays;Soil Sci.,1995

2. Total carbon and nitrogen in the soils of the world;Batjes;Eur. J. Soil Sci.,1996

3. Carbon losses from all soils across England and Wales 1978–2003;Bellamy;Nature,2005

4. Soil regionalisation by means of terrain analysis and process parameterisation;Boehner,2002

5. Estimate of organic carbon in world soils: II;Bohn;Soil Sci. Soc. Am. J.,1982

Cited by 301 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. Prediction of soil organic matter using Landsat 8 data and machine learning algorithms in typical karst cropland in China;European Journal of Agronomy;2024-10

2. Optimizing variables selection of random forest to predict radial growth of Larix gmelinii var. principis-rupprechtii in temperate regions;Forest Ecology and Management;2024-10

3. The marginal effect of landscapes on urban land surface temperature within local climate zones based on optimal landscape scale;Urban Climate;2024-09

4. Spatial patterns of soil organic carbon stocks and its controls in Chinese grassland ecosystems;Geoderma;2024-08

5. Integrated approaches for flash flood susceptibility mapping: spatial modeling and comparative analysis of statistical and machine learning models. A case study of the Rheraya watershed, Morocco;Journal of Water and Climate Change;2024-07-17

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