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

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

Exploring the Influence of Spatial Resolution on the Digital Mapping of Soil Organic Carbon by Airborne Hyperspectral VNIR Imaging

(2019) Long Guo et al.   Remote Sensing

Can the spatial prediction of soil organic matter be improved by incorporating multiple regression confidence intervals as soft data into BME method?

(2019) Chu-tian Zhang et al.   CATENA

Application of ground penetrating radar methods in soil studies: A review

(2019) Katerina Zajícová et al.   GEODERMA

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

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

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

Monitoring soil lead and zinc contents via combination of spectroscopy with extreme learning machine and other data mining methods

(2018) Vahid Khosravi et al.   GEODERMA

Evaluation of variability and environmental stability of grain quality and agronomic parameters of pigmented rice (O. sativa L.)

(2018) Priyadarsini Sanghamitra et al.   JOURNAL OF FOOD SCIENCE AND TECHNOLOGY-MYSORE

Rapid identification of soil organic matter level via visible and near-infrared spectroscopy: Effects of two-dimensional correlation coefficient and extreme learning machine

(2018) Yongsheng Hong et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Machine-Learning Variables at Different Scales vs. Knowledge-based Variables for Mapping Multiple Soil Properties

(2018) Jingjing Shi et al.   SOIL SCIENCE SOCIETY OF AMERICA JOURNAL

Soybean crop coverage estimation from NDVI images with different spatial resolution to evaluate yield variability in a plot

(2018) A. de la Casa et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

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

Global Sequestration Potential of Increased Organic Carbon in Cropland Soils

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

Investigating the biochar effects on C-mineralization and sequestration of carbon in soil compared with conventional amendments using the stable isotope (δ 13 C) approach

(2016) Balal Yousaf et al.   Global Change Biology Bioenergy

Mapping soil organic carbon content by geographically weighted regression: A case study in the Heihe River Basin, China

(2016) Xiao-Dong Song 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

Deep Learning for Remote Sensing Data: A Technical Tutorial on the State of the Art

(2016) Liangpei Zhang et al.   IEEE Geoscience and Remote Sensing Magazine

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

Digital Soil Mapping Using Artificial Neural Networks and Terrain-Related Attributes

(2015) Mohsen BAGHERI BODAGHABADI et al.   PEDOSPHERE

Evaluating the sensitivity of clay content prediction to atmospheric effects and degradation of image spatial resolution using Hyperspectral VNIR/SWIR imagery

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

Comparing geospatial techniques to predict SOC stocks

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

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

Estimating the spatial distribution of organic carbon density for the soils of Ohio, USA

(2013) Sandeep Kumar et al.   Journal of Geographical Sciences

Estimation of Wheat Agronomic Parameters using New Spectral Indices

(2013) Xiu-liang Jin et al.   PLoS One

Evaluating Shuttle radar and interpolated DEMs for slope gradient and soil erosion estimation in low relief terrain

(2012) Anne E. Kinsey-Henderson et al.   ENVIRONMENTAL MODELLING & SOFTWARE

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

(2012) Sandeep Kumar et al.   GEODERMA

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

Review of greenhouse gas emissions from crop production systems and fertilizer management effects

(2009) C.S. Snyder et al.   AGRICULTURE ECOSYSTEMS & ENVIRONMENT

Prediction of soil property distribution in paddy soil landscapes using terrain data and satellite information as indicators

(2007) Kay Sumfleth et al.   ECOLOGICAL INDICATORS