Soil variability and quantification based on Sentinel-2 and Landsat-8 bare soil images: A comparison

Improved digital soil mapping with multitemporal remotely sensed satellite data fusion: A case study in Iran

(2020) Solmaz Fathololoumi et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Bare Earth’s Surface Spectra as a Proxy for Soil Resource Monitoring

(2020) José A. M. Demattê et al.   Scientific Reports

Employing a Multi-Input Deep Convolutional Neural Network to Derive Soil Clay Content from a Synergy of Multi-Temporal Optical and Radar Imagery Data

(2020) Nikolaos Tziolas et al.   Remote Sensing

Soil Color and Mineralogy Mapping Using Proximal and Remote Sensing in Midwest Brazil

(2020) Raúl Roberto Poppiel et al.   Remote Sensing

Multispectral Models from Bare Soil Composites for Mapping Topsoil Properties over Europe

(2020) José Lucas Safanelli et al.   Remote Sensing

High-resolution digital mapping of soil organic carbon and soil total nitrogen using DEM derivatives, Sentinel-1 and Sentinel-2 data based on machine learning algorithms

(2020) Tao Zhou et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Color in subtropical brazilian soils as determined with a Munsell chart and by diffuse reflectance spectroscopy

(2020) Priscila Vogelei Ramos et al.   CATENA

Effects of water, organic matter, and iron forms in mid-IR spectra of soils: Assessments from laboratory to satellite-simulated data

(2020) Nélida Elizabet Quiñonez Silvero et al.   GEODERMA

Digital mapping of soil parent material in a heterogeneous tropical area

(2020) Benito R. Bonfatti et al.   GEOMORPHOLOGY

Use of Sentinel-2 Time-Series Images for Classification and Uncertainty Analysis of Inherent Biophysical Property: Case of Soil Texture Mapping

(2019) Cécile Gomez et al.   Remote Sensing

Sentinel-2 image capacities to predict common topsoil properties of temperate and Mediterranean agroecosystems

(2019) E. Vaudour et al.   REMOTE SENSING OF ENVIRONMENT

A Comparative Review of Methods of Using Soil Colors and their Patterns for Wetland Ecology and Management

(2019) Stephanie A. Schmidt et al.   COMMUNICATIONS IN SOIL SCIENCE AND PLANT ANALYSIS

Natural color representation of Sentinel-2 data

(2019) Blaž Sovdat et al.   REMOTE SENSING OF ENVIRONMENT

Is it possible to map subsurface soil attributes by satellite spectral transfer models?

(2019) Wanderson de S. Mendes et al.   GEODERMA

On Soil Capability, Capacity, and Condition

(2019) Alex. B. McBratney et al.   Sustainability

Pedology and soil class mapping from proximal and remote sensed data

(2019) Raúl R. Poppiel et al.   GEODERMA

Soil Organic Carbon Mapping Using LUCAS Topsoil Database and Sentinel-2 Data: An Approach to Reduce Soil Moisture and Crop Residue Effects

(2019) Fabio Castaldi et al.   Remote Sensing

Multi-temporal bare surface image associated with transfer functions to support soil classification and mapping in southeastern Brazil

(2019) Rodnei Rizzo et al.   GEODERMA

Satellite data integration for soil clay content modelling at a national scale

(2019) T. Loiseau et al.   International Journal of Applied Earth Observation and Geoinformation

Exposed soil and mineral map of the Australian continent revealing the land at its barest

(2019) Dale Roberts et al.   Nature Communications

Assessment of Phytoecological Variability by Red-Edge Spectral Indices and Soil-Landscape Relationships

(2019) Helena S. K. Pinheiro et al.   Remote Sensing

Red-Edge Band Vegetation Indices for Leaf Area Index Estimation From Sentinel-2/MSI Imagery

(2019) Yuanheng Sun et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Deep learning-based fusion of Landsat-8 and Sentinel-2 images for a harmonized surface reflectance product

(2019) Zhenfeng Shao et al.   REMOTE SENSING OF ENVIRONMENT

Soil Organic Carbon Mapping Using Multispectral Remote Sensing Data: Prediction Ability of Data with Different Spatial and Spectral Resolutions

(2019) Daniel Žížala et al.   Remote Sensing

Mapping at 30 m Resolution of Soil Attributes at Multiple Depths in Midwest Brazil

(2019) Raúl R. Poppiel et al.   Remote Sensing

Selecting appropriate machine learning methods for digital soil mapping

(2019) Yones Khaledian et al.   APPLIED MATHEMATICAL MODELLING

Sustainability of sugarcane production in Brazil. A review

(2018) Ricardo de Oliveira Bordonal et al.   Agronomy for Sustainable Development

Geospatial Soil Sensing System (GEOS3): A powerful data mining procedure to retrieve soil spectral reflectance from satellite images

(2018) José Alexandre Melo Demattê et al.   REMOTE SENSING OF ENVIRONMENT

Sensitivity of clay content prediction to spectral configuration of VNIR/SWIR imaging data, from multispectral to hyperspectral scenarios

(2018) C. Gomez et al.   REMOTE SENSING OF ENVIRONMENT

Building an exposed soil composite processor (SCMaP) for mapping spatial and temporal characteristics of soils with Landsat imagery (1984–2014)

(2018) Derek Rogge et al.   REMOTE SENSING OF ENVIRONMENT

Characterization of Sentinel-2A and Landsat-8 top of atmosphere, surface, and nadir BRDF adjusted reflectance and NDVI differences

(2018) Hankui K. Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Modeling soil organic matter and texture from satellite data in areas affected by wildfires and cropland abandonment in Aragón, Northern Spain

(2018) Olga A. Rosero-Vlasova et al.   Journal of Applied Remote Sensing

Observations and Recommendations for the Calibration of Landsat 8 OLI and Sentinel 2 MSI for Improved Data Interoperability

(2018) Dennis Helder et al.   Remote Sensing

Improvement of Clay and Sand Quantification Based on a Novel Approach with a Focus on Multispectral Satellite Images

(2018) Caio Fongaro et al.   Remote Sensing

Evaluating the capability of the Sentinel 2 data for soil organic carbon prediction in croplands

(2018) Fabio Castaldi et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

The Harmonized Landsat and Sentinel-2 surface reflectance data set

(2018) Martin Claverie et al.   REMOTE SENSING OF ENVIRONMENT

Multi-Temporal Satellite Images on Topsoil Attribute Quantification and the Relationship with Soil Classes and Geology

(2018) Bruna Gallo et al.   Remote Sensing

Soil color indicates carbon and wetlands: developing a color-proxy for soil organic carbon and wetland boundaries on sandy coastal plains in South Africa

(2017) M. L. Pretorius et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Google Earth Engine: Planetary-scale geospatial analysis for everyone

(2017) Noel Gorelick et al.   REMOTE SENSING OF ENVIRONMENT

Assimilation of optical and radar remote sensing data in 3D mapping of soil properties over large areas

(2017) Laura Poggio et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Barest Pixel Composite for Agricultural Areas Using Landsat Time Series

(2017) et al.   Remote Sensing

High Resolution Mapping of Soil Properties Using Remote Sensing Variables in South-Western Burkina Faso: A Comparison of Machine Learning and Multiple Linear Regression Models

(2017) Gerald Forkuor et al.   PLoS One

SoilGrids250m: Global gridded soil information based on machine learning

(2017) Tomislav Hengl et al.   PLoS One

Spatial prediction of soil surface texture in a semiarid region using random forest and multiple linear regressions

(2016) César da Silva Chagas et al.   CATENA

A global spectral library to characterize the world's soil

(2016) R.A. Viscarra Rossel et al.   EARTH-SCIENCE REVIEWS

Digital soil mapping: A brief history and some lessons

(2016) Budiman Minasny et al.   GEODERMA

Evaluation of the potential of the current and forthcoming multispectral and hyperspectral imagers to estimate soil texture and organic carbon

(2016) Fabio Castaldi et al.   REMOTE SENSING OF ENVIRONMENT

Preliminary analysis of the performance of the Landsat 8/OLI land surface reflectance product

(2016) Eric Vermote et al.   REMOTE SENSING OF ENVIRONMENT

Digital soil mapping using reference area and artificial neural networks

(2016) Gustavo Pais de Arruda et al.   SCIENTIA AGRICOLA

Moisture effects on diffuse reflection infrared spectra of contrasting minerals and soils: A mechanistic interpretation

(2016) Leslie J. Janik et al.   VIBRATIONAL SPECTROSCOPY

Soil Quality Indexing Strategies for Evaluating Sugarcane Expansion in Brazil

(2016) Maurício R. Cherubin et al.   PLoS One

Detailed mapping unit design based on soil–landscape relation and spatial variability of magnetic susceptibility and soil color

(2015) D.S. Siqueira et al.   CATENA

Soil carbon, nitrogen and phosphorus changes under sugarcane expansion in Brazil

(2015) André L.C. Franco et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Organic Matter Modeling at the Landscape Scale Based on Multitemporal Soil Pattern Analysis Using RapidEye Data

(2015) Gerald Blasch et al.   Remote Sensing

Landsat-8 Sensor Characterization and Calibration

(2015) Brian Markham et al.   Remote Sensing

Sentinel-2 for Mapping Iron Absorption Feature Parameters

(2015) Harald van der Werff et al.   Remote Sensing

CCA: AnRPackage to Extend Canonical Correlation Analysis

(2015) Ignacio Gonzalez et al.   Journal of Statistical Software

Köppen's climate classification map for Brazil

(2014) Clayton Alcarde Alvares et al.   METEOROLOGISCHE ZEITSCHRIFT

SoilGrids1km — Global Soil Information Based on Automated Mapping

(2014) Tomislav Hengl et al.   PLoS One

Morphological Interpretation of Reflectance Spectrum (MIRS) using libraries looking towards soil classification

(2014) José Alexandre Melo Demattê et al.   SCIENTIA AGRICOLA

Evaluation of Landsat TM5 Multispectral Data for Automated Mapping of Surface Soil Texture and Organic Matter in GIS

(2014) Zaheer Ahmed et al.   European Journal of Remote Sensing

Comparison between detailed digital and conventional soil maps of an area with complex geology

(2013) Osmar Bazaglia Filho et al.   REVISTA BRASILEIRA DE CIENCIA DO SOLO

Regional predictions of eight common soil properties and their spatial structures from hyperspectral Vis–NIR data

(2012) Cécile Gomez et al.   GEODERMA

The use of remote sensing in soil and terrain mapping — A review

(2011) V.L. Mulder et al.   GEODERMA

Evaluation of Sentinel-2 Red-Edge Bands for Empirical Estimation of Green LAI and Chlorophyll Content

(2011) Jesús Delegido et al.   SENSORS

Digital Soil Mapping and Modeling at Continental Scales: Finding Solutions for Global Issues

(2011) S. Grunwald et al.   SOIL SCIENCE SOCIETY OF AMERICA JOURNAL

Mapping iron oxides and the color of Australian soil using visible–near-infrared reflectance spectra

(2010) R. A. Viscarra Rossel et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Soil spectral library and its use in soil classification

(2010) Henrique Bellinaso et al.   REVISTA BRASILEIRA DE CIENCIA DO SOLO