Modeling of soil organic matter using Sentinel-1 SAR and partial least squares (PLS) regression

Author:

Duarte Miqueias LimaORCID,da Cunha e Silva Darllan CollinsORCID,Barbosa Ricardo LuísORCID,Lourenço Roberto WagnerORCID

Publisher

Springer Science and Business Media LLC

Subject

General Earth and Planetary Sciences,General Environmental Science

Reference45 articles.

1. Arrouays D, Lagacherie P, Hartemink AE (2017) Digital soil mapping across the globe. Geoderma Reg 9:1–4. https://doi.org/10.1016/j.geodrs.2017.03.002

2. Bartsch A, Widhalm B, Kuhry P, Hugelius G, Palmtag J, Siewert MB (2016) Can C-band synthetic aperture radar be used to estimate soil organic carbon storage in tundra? Biogeosciences 13:5453–5470. https://doi.org/10.5194/bg-13-5453-2016

3. Braun A (2020) Sentinel-1 Toolbox. Sinergetc use of radar and aptical data: combination of Sentinel-1 and Sentinel-2 and application of analysis tools, European Space Agency-ESA. Retrieved 10 February 2020 from: https://step.esa.int/docs/tutorials/S1TBX%20Synergetic%20use%20of%20S1%20(SAR)%20and%20S2%20(optical)%20data%20Tutorial.pdf

4. Camargo OA, Moniz AC, Jorge JA, Valadares JMAS (2009) Métodos de Análise Química, Mineralógica e Física de Solos do Instituto Agronômico de Campinas. Boletim técnico,  Ed, Campinas, Instituto Agronômico/Fundação, p 77–106.Retrieved 23 December 2023 from: https://www.iac.sp.gov.br/produtoseservicos/analisedosolo/docs/Boletim_Tecnico_106_rev_atual_2009.pdf

5. Campbell PMDM, Francelino MR, Fernandes EI et al (2019) Digital mapping of soil attributes using machine learning. Rev Ciênc Agron 50:519–528. https://doi.org/10.5935/1806-6690.20190061

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