Mapping soil organic carbon stock by hyperspectral and time-series multispectral remote sensing images in low-relief agricultural areas

Comparing laboratory and airborne hyperspectral data for the estimation and mapping of topsoil organic carbon: Feature selection coupled with random forest

(2020) Yongsheng Hong et al.   SOIL & TILLAGE RESEARCH

Revisiting no-till’s impact on soil organic carbon storage in Canada

(2020) B.C. Liang et al.   SOIL & TILLAGE RESEARCH

An Improved Approach for Soil Moisture Estimation in Gully Fields of the Loess Plateau Using Sentinel-1A Radar Images

(2019) Shanchuan Guo 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

Mapping soil organic matter contents at field level with Cubist, Random Forest and kriging

(2019) Nastaran Pouladi et al.   GEODERMA

Comparisons of heavy metal input inventory in agricultural soils in North and South China: A review

(2019) Hao Peng et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Prediction of Soil Organic Carbon based on Landsat 8 Monthly NDVI Data for the Jianghan Plain in Hubei Province, China

(2019) Yangchengsi Zhang et al.   Remote Sensing

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

Mapping field-scale soil organic carbon with unmanned aircraft system-acquired time series multispectral images

(2019) Long Guo et al.   SOIL & TILLAGE RESEARCH

Soil moisture forecasting by a hybrid machine learning technique: ELM integrated with ensemble empirical mode decomposition

(2018) Ramendra Prasad et al.   GEODERMA

Exploring the Sensitivity of Sampling Density in Digital Mapping of Soil Organic Carbon and Its Application in Soil Sampling

(2018) Long Guo et al.   Remote Sensing

Soil organic carbon and texture retrieving and mapping using proximal, airborne and Sentinel-2 spectral imaging

(2018) Asa Gholizadeh et al.   REMOTE SENSING OF ENVIRONMENT

Prediction of soil organic carbon stock by laboratory spectral data and airborne hyperspectral images

(2018) Long Guo et al.   GEODERMA

Comparisons of spatial and non-spatial models for predicting soil carbon content based on visible and near-infrared spectral technology

(2017) Long Guo et al.   GEODERMA

Evaluation of the spectral characteristics of five hyperspectral and multispectral sensors for soil organic carbon estimation in burned areas

(2017) Juanjo Pe�n et al.   INTERNATIONAL JOURNAL OF WILDLAND FIRE

The optical trapezoid model: A novel approach to remote sensing of soil moisture applied to Sentinel-2 and Landsat-8 observations

(2017) Morteza Sadeghi et al.   REMOTE SENSING OF ENVIRONMENT

Global Sequestration Potential of Increased Organic Carbon in Cropland Soils

(2017) Robert J. Zomer et al.   Scientific Reports

Soil organic carbon mapping using remote sensing techniques and multivariate regression model

(2017) Gouri Sankar Bhunia et al.   Geocarto International

An overview and comparison of machine-learning techniques for classification purposes in digital soil mapping

(2016) Brandon Heung et al.   GEODERMA

Mapping Soil Texture Based on Field Soil Moisture Observations at a High Temporal Resolution in an Oasis Agricultural Area

(2016) Renmin YANG et al.   PEDOSPHERE

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

Science and policy characteristics of the Paris Agreement temperature goal

(2016) Carl-Friedrich Schleussner et al.   Nature Climate Change

Surface organic carbon enrichment to explain greater CO2 emissions from short-term no-tilled soils

(2015) V. Chaplot et al.   AGRICULTURE ECOSYSTEMS & ENVIRONMENT

Nitrous oxide and methane emissions from a subtropical rice–rapeseed rotation system in China: A 3-year field case study

(2015) Minghua Zhou et al.   AGRICULTURE ECOSYSTEMS & ENVIRONMENT

Machine learning for predicting soil classes in three semi-arid landscapes

(2015) Colby W. Brungard et al.   GEODERMA

Analysis of the uncertainties affecting predictions of clay contents from VNIR/SWIR hyperspectral data

(2015) C. Gomez et al.   REMOTE SENSING OF ENVIRONMENT

Comparing geospatial techniques to predict SOC stocks

(2015) Yaolin Liu et al.   SOIL & TILLAGE RESEARCH

Predicting soil organic carbon density using auxiliary environmental variables in northern Iran

(2015) Samereh Falahatkar et al.   Archives of Agronomy and Soil Science

Mapping soil organic matter in low-relief areas based on land surface diurnal temperature difference and a vegetation index

(2014) Ming-Song Zhao et al.   ECOLOGICAL INDICATORS

Monitoring Arsenic Contamination in Agricultural Soils with Reflectance Spectroscopy of Rice Plants

(2014) Tiezhu Shi et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

The positive relationship between soil quality and crop production: A case study on the effect of farm compost application

(2013) Tommy D’Hose et al.   APPLIED SOIL ECOLOGY

Spatial multi-scale variability of soil nutrients in relation to environmental factors in a typical agricultural region, Eastern China

(2013) Yang Liu et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A geographically weighted regression kriging approach for mapping soil organic carbon stock

(2012) Sandeep Kumar et al.   GEODERMA

Evaluation of different machine learning methods for land cover mapping of a Mediterranean area using multi-seasonal Landsat images and Digital Terrain Models

(2012) Victor F. Rodriguez-Galiano et al.   International Journal of Digital Earth

Soil texture mapping over low relief areas using land surface feedback dynamic patterns extracted from MODIS

(2011) Feng Liu et al.   GEODERMA

Mapping soil organic matter in small low-relief catchments using fuzzy slope position information

(2011) Cheng-Zhi Qin et al.   GEODERMA

Assessments of the impacts of Chinese fir plantation and natural regenerated forest on soil organic matter quality at Longmen mountain, Sichuan, China

(2010) Junwei Luan et al.   GEODERMA

Critical review of chemometric indicators commonly used for assessing the quality of the prediction of soil attributes by NIR spectroscopy

(2010) Véronique Bellon-Maurel et al.   TRAC-TRENDS IN ANALYTICAL CHEMISTRY

An approach to computing topographic wetness index based on maximum downslope gradient

(2009) Cheng-Zhi Qin et al.   PRECISION AGRICULTURE