Soil Mapping

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Document

FAO - Soil Information and Data

ncss-tech

OpenGeoHub Foundation

Spatial sampling with R

Predictive Soil Mapping with R

Using R for Digital Soil Mapping – Smart Digital Agriculture

Person

Prof. A-Xing Zhu | Zhu, A-Xing – Department of Geography – UW–Madison | EasyGeoComputation

刘焕军中国科学院大学 | 长春净月潭遥感实验室

Thesis

Structural equation modelling for digital soil mapping — Research@WUR

Model-based Bayesian geostatistics for multi-scale mapping of soil and agronomic variables — Research@WUR

Enhancement of the use of machine learning in digital soil mapping - Research@WUR

An interdisciplinary approach to mapping soil carbon - Research Portal | Lancaster University

Bayesian approaches for mapping forest soil organic carbon

An unsupervised classification-based time series change detection approach for mapping forest disturbance

Systems Theory in Soil Agroecology

The application of machine learning algorithms in predicting soil organic carbon/matter

Digital soil mapping, modeling and legacy data rescue in Chile - Catalog - UW-Madison Libraries

黑河流域中游地区关键土壤属性的空间变异特征与预测制图 - 中国知网

王帅-沈阳农业大学土地与环境学院

基于深度学习模型东北耕作土壤有机碳时空分布及驱动因素研究 - 中国知网

Article

Size, distribution, and vulnerability of the global soil inorganic carbon | Science | Global Soil Inorganic Carbon Database | 无机碳制图

Inorganic carbon is overlooked in global soil carbon research: A bibliometric analysis - ScienceDirect | 全球土壤碳研究中无机碳被忽视：文献计量分析

Mapping the distribution, trends, and drivers of soil organic carbon in China from 1982 to 2019 - ScienceDirect | 绘制 1982 年至 2019 年中国土壤有机碳的分布、趋势和驱动因素

Unraveling the threshold and interaction effects of environmental variables on soil organic carbon mapping in plateau watershed - ScienceDirect | 揭示环境变量对高原流域土壤有机碳制图的阈值和交互作用

AlexandreWadoux/MapQualityEvaluation: Code and reproducible example for computing the Taylor, solar and target diagrams | 评价土壤属性制图的质量 R Code

Sampling

Operational sampling designs for poorly accessible areas based on a multi-objective optimization method - ScienceDirect | 采样优化

Soil Class Mapping

Disaggregating and harmonising soil map units through resampled classification trees - ScienceDirect

brendo1001 / dsmart — Bitbucket | R Code

Soil Properties Mapping

Predicting Soil Organic Carbon and Soil Nitrogen Stocks in Topsoil of Forest Ecosystems in Northeastern China Using Remote Sensing Data | 对属性聚类后根据道路进行采样

⭐ Digital mapping of paludification in soils under black spruce forests of eastern Canada - ScienceDirect | 北方森林泥炭地（沼泽化）土地的制图有机层厚度

沼泽化的两种形式： - 永久：地形位置和自然排水 - 演替：火后长时间，原有植被被泥炭藓覆盖演替的沼泽化可被严重的自然火灾或造林逆转；皆伐会进一步促进沼泽化沼泽化>40cm时，对森林生产力产生负面影响，沼泽化制图有利于林业生产

Predicting soil properties in the Canadian boreal forest with limited data: Comparison of spatial and non-spatial statistical approaches - ScienceDirect | 利用有限数据预测加拿大北方森林的土壤特性：空间和非空间统计方法的比较

JulienBeguin/Digital-Soil-Mapping | 代码可参考

Soil organic carbon stocks and their determining factors in the Dano catchment (Southwest Burkina Faso) - ScienceDirect | 流域内，多采样方式结合

Estimating soil organic carbon stock change at multiple scales using machine learning and multivariate geostatistics - ScienceDirect | 容重和砾石含量被视作静态

Using quantile regression forest to estimate uncertainty of digital soil mapping products - ScienceDirect | 分位数回归森林算法

SOIL - SoilGrids 2.0: producing soil information for the globe with quantified spatial uncertainty

Predicting mattic epipedons in the northeastern Qinghai-Tibetan Plateau using Random Forest - ScienceDirect | 土壤碳组分制图

Soil Mapping

Post

Document

Person

Thesis

Article

Fire

Review

Computing

Method

Quality Control

Sampling

Soil Class Mapping

Soil Properties Mapping

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