Grand Challenges in Pedometrics-AI Research [PDF]
Frontiers in Soil Science, 2021 Sabine Grunwald
exaly +2 more sources
Advancing Soil Organic Carbon Prediction: A Comprehensive Review of Technologies, AI, Process-Based and Hybrid Modelling Approaches. [PDF]
Adv Sci (Weinh)This review highlights advances in soil organic carbon (SOC) quantification using remote sensing, proximal soil sensing, AI (ML and DL), and biogeochemical modelling. Integrating diverse data sources and models improves SOC prediction accuracy. Key priorities include enhancing data availability, refining models, incorporating microbial processes, and ...
Ding Z +16 more
europepmc +2 more sources
Reflectance spectroscopy in the prediction of soil organic carbon associated with humic substances [PDF]
Revista Brasileira de Ciência do Solo, 2023 Understanding organic carbon and predominant humic fractions in the soil allows contributes to soil quality management. Conventional fractionation techniques require time, excessive sampling, and high maintenance costs.
Sharon Gomes Ribeiro +7 more
doaj +1 more source
Prediction of Soil Erodibility by Diffuse Reflectance Spectroscopy in a Neotropical Dry Forest Biome
Land, 2022 The USLE and the RUSLE are two common erosion prediction models that are used worldwide, and soil erodibility (K-factor) is one parameter used to calculate them. The objectives of this study were to investigate the variability of soil-erodibility factors
Samuel Ferreira Pontes +7 more
doaj +1 more source
Editorial: Women in pedometrics, soil health and security
Frontiers in Soil Science, 2023 Sabine Grunwald, Samira Daroub
doaj +2 more sources
Fine-scale soil mapping with Earth Observation data: a multiple geographic level comparison
Revista Brasileira de Ciência do Solo, 2021 Multitemporal collections of satellite images and their products have recently been explored in digital soil mapping. This study aimed to produce a bare soil image (BSI) for the São Paulo State (Brazil) to perform a pedometric analysis for different ...
José Lucas Safanelli +6 more
doaj +1 more source
Frontiers in Environmental Science, 2021 Societal demands on soil functionality in agricultural soil-landscapes are confronted with yield losses and environmental impact. Soil functional information at national scale is required to address these challenges.
Mareike Ließ, Anika Gebauer, Axel Don
doaj +1 more source
Outlining precision boundaries among areas with different variability standards using magnetic susceptibility and geomorphic surfaces [PDF]
Engenharia Agrícola, 2014 There is an increasing demand for detailed maps that represent in a simplified way the knowledge of the variability of a particular area or region maps.
Sammy S. R. Matias +3 more
doaj +1 more source
Digital soil mapping and its implications in the extrapolation of soil-landscape relationships in detailed scale [PDF]
Pesquisa Agropecuária Brasileira, 2017 : The objective of this work was to test the extrapolation of soil-landscape relationships in a reference area (RA) to a topographic map (scale 1:50,000), using digital soil mapping (DSM), and to compare these results to those obtained in similar studies
Mario Sergio Wolski +5 more
doaj +1 more source
Performance of a Portable FT-NIR MEMS Spectrometer to Predict Soil Features
Soil Systems, 2022 NIR spectrometers based on micro-electromechanical systems (MEMS) have become available in the market, with lower prices and smaller dimensions than traditional spectrometers.
Simone Priori +4 more
doaj +1 more source