Regional soil organic matter mapping models based on the optimal time window, feature selection algorithm and Google Earth Engine

Monthly composites from Sentinel-1 and Sentinel-2 images for regional major crop mapping with Google Earth Engine

(2021) Chong LUO et al.   Journal of Integrative Agriculture

Soil Organic Matter Prediction Model with Satellite Hyperspectral Image Based on Optimized Denoising Method

(2021) Xiangtian Meng et al.   Remote Sensing

Regional soil organic carbon prediction model based on a discrete wavelet analysis of hyperspectral satellite data

(2020) Xiangtian Meng et al.   International Journal of Applied Earth Observation and Geoinformation

Improved land cover map of Iran using Sentinel imagery within Google Earth Engine and a novel automatic workflow for land cover classification using migrated training samples

(2020) Arsalan Ghorbanian et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Vis-SWIR spectral prediction model for soil organic matter with different grouping strategies

(2020) Yilin Bao et al.   CATENA

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

(2020) Nélida Elizabet Quiñonez Silvero et al.   REMOTE SENSING OF ENVIRONMENT

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

Prediction of soil organic matter using multi-temporal satellite images in the Songnen Plain, China

(2019) Xin Dou et al.   GEODERMA

The forgotten land use class: Mapping of fallow fields across the Sahel using Sentinel-2

(2019) Xiaoye Tong et al.   REMOTE SENSING OF ENVIRONMENT

Allocate soil individuals to soil classes with topsoil spectral characteristics and decision trees

(2018) Xiaokang Zhang et al.   GEODERMA

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

A 30-m landsat-derived cropland extent product of Australia and China using random forest machine learning algorithm on Google Earth Engine cloud computing platform

(2018) Pardhasaradhi Teluguntla et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

New methods for improving the remote sensing estimation of soil organic matter content (SOMC) in the Ebinur Lake Wetland National Nature Reserve (ELWNNR) in northwest China

(2018) Xiaoping Wang et al.   REMOTE SENSING OF ENVIRONMENT

The Harmonized Landsat and Sentinel-2 surface reflectance data set

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

Combination of fractional order derivative and memory-based learning algorithm to improve the estimation accuracy of soil organic matter by visible and near-infrared spectroscopy

(2018) Yongsheng Hong et al.   CATENA

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

Remote estimation of soil organic matter content in the Sanjiang Plain, Northest China: The optimal band algorithm versus the GRA-ANN model

(2016) Xiuliang Jin et al.   AGRICULTURAL AND FOREST METEOROLOGY

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

Estimating the soil clay content and organic matter by means of different calibration methods of vis-NIR diffuse reflectance spectroscopy

(2016) Said Nawar et al.   SOIL & TILLAGE RESEARCH

Using Google's cloud-based platform for digital soil mapping

(2015) J. Padarian et al.   COMPUTERS & GEOSCIENCES

Improvement and expansion of the Fmask algorithm: cloud, cloud shadow, and snow detection for Landsats 4–7, 8, and Sentinel 2 images

(2015) Zhe Zhu et al.   REMOTE SENSING OF ENVIRONMENT

Feature Selection with theBorutaPackage

(2015) Miron B. Kursa et al.   Journal of Statistical Software

Landsat-8: Science and product vision for terrestrial global change research

(2014) D.P. Roy et al.   REMOTE SENSING OF ENVIRONMENT

Sentinel-2: ESA's Optical High-Resolution Mission for GMES Operational Services

(2012) M. Drusch et al.   REMOTE SENSING OF ENVIRONMENT

Persistence of soil organic matter as an ecosystem property

(2011) Michael W. I. Schmidt et al.   NATURE

Digitally mapping the information content of visible–near infrared spectra of surficial Australian soils

(2011) R.A. Viscarra Rossel et al.   REMOTE SENSING OF ENVIRONMENT

A new data fusion model for high spatial- and temporal-resolution mapping of forest disturbance based on Landsat and MODIS

(2009) Thomas Hilker et al.   REMOTE SENSING OF ENVIRONMENT

Novel hyperspectral reflectance models for estimating black-soil organic matter in Northeast China

(2008) Huanjun Liu et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

A working guide to boosted regression trees

(2008) J. Elith et al.   JOURNAL OF ANIMAL ECOLOGY