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Jose Alexandre Melo Dematte

University of São Paulo (USP) - Department of Soil Science

Sao Paulo

Brazil

SCHOLARLY PAPERS

11

DOWNLOADS

1,073

TOTAL CITATIONS

5

Scholarly Papers (11)

1.

An Interlaboratory Comparison of Mid-Infrared Spectra Acquisition: Instruments and Procedures Matter

Number of pages: 68 Posted: 22 Aug 2023
Woodwell Climate Research Center, Woodwell Climate Research Center, University of Florida, University of Florida, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Tel Aviv University, Colorado State University, Fort Collins, Scion, affiliation not provided to SSRN, affiliation not provided to SSRN, University of São Paulo (USP) - Department of Soil Science, affiliation not provided to SSRN, affiliation not provided to SSRN, ETH Zürich - Soil Resources, affiliation not provided to SSRN, Government of the United States of America - US Department of Agriculture, Scion, Colorado State University, Fort Collins, Rothamsted Research, affiliation not provided to SSRN, Rothamsted Research, University of Wisconsin-Madison, Government of the United States of America - Argonne National Laboratory, Aristotle University of Thessaloniki, Colorado State University, Fort Collins, affiliation not provided to SSRN, University of Illinois at Urbana-Champaign, Government of the United States of America - Argonne National Laboratory, Michigan State University, Ghent University, affiliation not provided to SSRN, Scion, Ghent University, Department of Agricultural Research, affiliation not provided to SSRN, The James Hutton Institute, Landcare Research, affiliation not provided to SSRN, Connecticut Agricultural Experiment Station, Michigan State University, affiliation not provided to SSRN, ETH Zürich, ETH Zürich, Rothamsted Research, affiliation not provided to SSRN, affiliation not provided to SSRN, Aristotle University of Thessaloniki, affiliation not provided to SSRN, University of Illinois at Urbana-Champaign, Aristotle University of Thessaloniki and Crop Research Institute
Downloads 243 (316,532)

Abstract:

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Soil spectroscopy, ring trial, chemometrics, calibration transfer, spectral standardization

2.

A European Soil Organic Carbon Monitoring System Leveraging Sentinel 2 Imagery and the Lucas Soil Data Base

Number of pages: 51 Posted: 23 Jul 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, Tel Aviv University, affiliation not provided to SSRN, affiliation not provided to SSRN, University of São Paulo (USP) - Department of Soil Science, affiliation not provided to SSRN, Czech University of Life Sciences Prague (CULS), affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Aristotle University of Thessaloniki, University of Florida, affiliation not provided to SSRN and Research Institute for Soil and Water Conservation
Downloads 133 (547,695)
Citation 5

Abstract:

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SOC content, Sentinel-2, temporal composite, soil parameter modelling, LUCAS soil, validation, European soil monitoring

3.

Digital Mapping of the Soil Available Water Capacity: Insights for the Resilience of Agricultural Systems to Climate Change

Number of pages: 42 Posted: 24 Jan 2023
University of São Paulo (USP), University of São Paulo (USP), University of São Paulo (USP) - Department of Soil Science, University of São Paulo (USP), University of São Paulo (USP), University of São Paulo (USP) - Department of Soil Science, University of São Paulo (USP) - Department of Soil Science, University of São Paulo (USP), University of São Paulo (USP) and University of São Paulo (USP) - Department of Soil Science
Downloads 132 (558,171)

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machine learning, remote sensing, Shapley value, Climate change, Soil Functions, Soil health

4.

Soil Organic Carbon and Clay Prediction and Mapping Using EnMAP Data: A Sensor-and Domain-based Performance Comparison

Number of pages: 35 Posted: 09 Dec 2024
Czech University of Life Sciences Prague (CULS), Czech University of Life Sciences Prague (CULS), GFZ German Research Centre for Geosciences - Helmholtz Centre Potsdam, Research Institute for Soil and Water Conservation, Memorial University of Newfoundland, School of Science and the Environment, Czech University of Life Sciences Prague (CULS), Research Institute for Soil and Water Conservation, Czech University of Life Sciences Prague (CULS), Czech University of Life Sciences Prague (CULS), University of São Paulo (USP) - Department of Soil Science and Czech University of Life Sciences Prague (CULS)
Downloads 112 (635,507)

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EnMAP, soil parameters, spaceborne sensors, hyperspectral airborne, bare soil selection, modeling and prediction

5.

Multiple Machine Learning Algorithms and Pedoenvironmental Attributes Applied in Geophysical Surveys

Number of pages: 52 Posted: 16 Feb 2022
Federal University of Viçosa - Department of Soil Science, Federal University of Viçosa - Department of Soil Science, Federal University of Viçosa - Department of Soil Science, University of São Paulo (USP) - Department of Soil Science, affiliation not provided to SSRN, affiliation not provided to SSRN, University of São Paulo (USP) - Department of Soil Science, Universidade Federal de Viçosa (UFV) - Núcleo Terrantar/INCT, Universidade Federal de Viçosa (UFV) - Núcleo Terrantar/INCT, University of São Paulo (USP) - Department of Soil Science and Universidade Estadual de Campinas (UNICAMP) - Geosciences Institute
Downloads 93 (725,554)

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geophysical survey, soil attributes, machine learning algorithm, spatialisation and mapping.

6.

Federated Earth-Observation Models for Collaborative Farm-Scale Soil Mapping

Number of pages: 51 Posted: 13 Aug 2025
University of Florida, University of São Paulo (USP) - Department of Soil Science, Aristotle University of Thessaloniki, affiliation not provided to SSRN, University of Florida and University of Florida
Downloads 75 (837,727)

Abstract:

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Convolutional Neural Networks, Privacy-Preserving Analytics, Sentinel-2, GeoServer API, non-IID Data, Decentralized, Sentinel

7.

Internal soil standard as a tool to assess and correct spectral variability between laboratories for a practical quantitative utilization

Number of pages: 34 Posted: 17 Nov 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, Walloon Agricultural Research Centre, National Research Council (CNR), affiliation not provided to SSRN, University of São Paulo (USP) - Department of Soil Science, Czech University of Life Sciences Prague (CULS), Rothamsted Research, Aristotle University of Thessaloniki, Czech University of Life Sciences Prague (CULS), affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Woodwell Climate Research Center, Woodwell Climate Research Center, affiliation not provided to SSRN, University of Florida and Tel Aviv University
Downloads 72 (924,743)

Abstract:

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Internal Soil Standard (ISS), Spectral variability correction, Ring trial, Quality control criterion, Soil carbon analysis, Spectral harmonization.

8.

Potential of Soil Minerals to Sequester Soil Organic Carbon

Number of pages: 42 Posted: 12 Dec 2022
University of São Paulo (USP) - Department of Soil Science, University of São Paulo (USP) - Department of Soil Science, University of São Paulo (USP) - Department of Soil Science, National University of Colombia, University of São Paulo (USP) - Department of Soil Science, University of São Paulo (USP), Leibniz-Centre for Agricultural Landscape Research (ZALF) and University of Florida
Downloads 67 (899,324)

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Spatial regression, Digital soil mapping, Sustainability, soil security, soil spectroscopy, saturation deficit

9.

Digital Mapping of Agricultural Soils Texture of the Brazilian Cerrado Biome

Number of pages: 32 Posted: 20 Jul 2024
affiliation not provided to SSRN, Federal University of Lavras - Department of Soil Science, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, University of São Paulo (USP) - Department of Soil Science, Federal University of Lavras - Department of Soil Science and Federal University of Lavras
Downloads 65 (916,100)

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spatial big data, Google Earth Engine, Random forest, pedometrics, Remote Sensing, synthetic soil image, Food Security

10.

The Brazilian Soil Total Available Water (TAW) acquired by remote sensing and machine learning techniques

Number of pages: 49 Posted: 17 Nov 2025
affiliation not provided to SSRN, University of São Paulo (USP) - Department of Soil Science, University of São Paulo (USP), University of São Paulo (USP) - Department of Soil Science, University of São Paulo (USP), University of São Paulo (USP), affiliation not provided to SSRN, University of São Paulo (USP) - Department of Soil Science, Federal University of Lavras, affiliation not provided to SSRN, Federal University of Viçosa - Department of Soil Science and State University of Maringá
Downloads 47 (1,109,210)

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Remote sensing, soil quality, hydrological modeling, Soil Modeling, Drainage, Transpiration

11.

Carbon Dynamics in Soil and Charred Material: Multispectral Analysis of Pyrogenic and Total Carbon in Fire-Managed Areas

Number of pages: 81 Posted: 05 Apr 2025
affiliation not provided to SSRN, Universidade Federal de Mato Grosso, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and University of São Paulo (USP) - Department of Soil Science
Downloads 34 (1,263,436)

Abstract:

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Pyrogenic carbon, Total Carbon, Soil Spectroscopy, Multispectral Analysis, Fire-Managed Areas, Carbon dynamics, Charred Material, Vis-NIR Spectroscopy, MIR Spectroscopy, X-Ray Fluorescence (XRF)