Remote estimates of soil organic carbon using multi-temporal synthetic images and the probability hybrid model

Mean spectral reflectance from bare soil pixels along a Landsat-TM time series to increase both the prediction accuracy of soil clay content and mapping coverage

(2021) Anis Gasmi et al.   GEODERMA

Evaluation and Prediction of Topsoil organic carbon using Machine learning and hybrid models at a Field-scale

(2021) Hamid Reza Matinfar et al.   CATENA

Soil property maps with satellite images at multiple scales and its impact on management and classification

(2021) Nélida E.Q. Silvero et al.   GEODERMA

Exploring influence factors in mapping soil organic carbon on low-relief agricultural lands using time series of remote sensing data

(2021) Long Guo et al.   SOIL & TILLAGE RESEARCH

Spatiotemporal Changes and Driving Factors of Cultivated Soil Organic Carbon in Northern China’s Typical Agro-Pastoral Ecotone in the Last 30 Years

(2021) Liping Wang et al.   Remote Sensing

Regional mapping of soil organic matter content using multitemporal synthetic Landsat 8 images in Google Earth Engine

(2021) Chong Luo et al.   CATENA

A regional-scale hyperspectral prediction model of soil organic carbon considering geomorphic features

(2021) Yilin Bao et al.   GEODERMA

Remote estimates of total suspended matter in China’s main estuaries using Landsat images and a weight random forest model

(2021) Xiang Wang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A novel intelligence approach based active and ensemble learning for agricultural soil organic carbon prediction using multispectral and SAR data fusion

(2021) Thu Thuy Nguyen et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Prediction of soil organic matter using VNIR spectral parameters extracted from shape characteristics

(2021) Xiang Wang et al.   SOIL & TILLAGE RESEARCH

Mapping soil organic carbon content using multi-source remote sensing variables in the Heihe River Basin in China

(2020) Tao Zhou et al.   ECOLOGICAL INDICATORS

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

Using Landsat and soil clay content to map soil organic carbon of oxisols and Ultisols near São Paulo, Brazil

(2020) Manuela Corrêa de Castro Padilha et al.   Geoderma Regional

Mapping farmland soil organic carbon density in plains with combined cropping system extracted from NDVI time-series data

(2020) Zihao Wu et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Mapping dynamics of soil organic matter in croplands with MODIS data and machine learning algorithms

(2019) Di Chen et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Estimating forest soil organic carbon content using vis-NIR spectroscopy: Implications for large-scale soil carbon spectroscopic assessment

(2019) Shangshi Liu et al.   GEODERMA

A remote sensing adapted approach for soil organic carbon prediction based on the spectrally clustered LUCAS soil database

(2019) Kathrin J. Ward et al.   GEODERMA

Hyper-temporal remote sensing data in bare soil period and terrain attributes for digital soil mapping in the Black soil regions of China

(2019) Haoxuan Yang et al.   CATENA

A comparative study between a new method and other machine learning algorithms for soil organic carbon and total nitrogen prediction using near infrared spectroscopy

(2019) Rabie Reda et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

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

(2019) Xin Dou et al.   GEODERMA

A comparison of support vector machines, artificial neural network and classification tree for identifying soil texture classes in southwest China

(2018) Wei Wu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

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

Digital mapping of soil properties using multiple machine learning in a semi-arid region, central Iran

(2018) Mojtaba Zeraatpisheh et al.   GEODERMA

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

Urban surface water body detection with suppressed built-up noise based on water indices from Sentinel-2 MSI imagery

(2018) Xiucheng Yang et al.   REMOTE SENSING OF ENVIRONMENT

Barest Pixel Composite for Agricultural Areas Using Landsat Time Series

(2017) et al.   Remote Sensing

Prediction of soil organic matter using a spatially constrained local partial least squares regression and the Chinese vis-NIR spectral library

(2015) Z. Shi et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

Algorithms and Schemes for Chlorophyll a Estimation by Remote Sensing and Optical Classification for Turbid Lake Taihu, China

(2015) Fangfang Zhang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Improving the prediction performance of a large tropical vis-NIR spectroscopic soil library from Brazil by clustering into smaller subsets or use of data mining calibration techniques

(2014) S. R. Araújo et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

Prediction of soil organic carbon content by diffuse reflectance spectroscopy using a local partial least square regression approach

(2013) Marco Nocita et al.   SOIL BIOLOGY & BIOCHEMISTRY

Measuring and monitoring soil organic carbon stocks in agricultural lands for climate mitigation

(2010) Richard T Conant et al.   FRONTIERS IN ECOLOGY AND THE ENVIRONMENT

Digital Soil Map of the World

(2009) P. A. Sanchez et al.   SCIENCE

An Improved ASTER Index for Remote Sensing of Crop Residue

(2009) Guy Serbin et al.   Remote Sensing