Soil organic carbon prediction using phenological parameters and remote sensing variables generated from Sentinel-2 images

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

Do climate and land use affect the pool of total silicon concentration? A digital soil mapping approach of French topsoils

(2020) A. Landré et al.   GEODERMA

Evaluation of Sentinel-1 & 2 time series for predicting wheat and rapeseed phenological stages

(2020) Audrey Mercier et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A near real-time deep learning approach for detecting rice phenology based on UAV images

(2020) Qi Yang et al.   AGRICULTURAL AND FOREST METEOROLOGY

Influence of meteorological conditions on PM2.5 concentrations across China: A review of methodology and mechanism

(2020) Ziyue Chen et al.   ENVIRONMENT INTERNATIONAL

The use of remote sensing to detect the consequences of erosion in gypsiferous soils

(2020) Maria Jose Marques et al.   International Soil and Water Conservation Research

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

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

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

Long-term effects of tillage and straw management on soil organic carbon, crop yield, and yield stability in a wheat-maize system

(2019) Jing Xu et al.   FIELD CROPS RESEARCH

Digital soil mapping algorithms and covariates for soil organic carbon mapping and their implications: A review

(2019) Sushil Lamichhane et al.   GEODERMA

Substituting organic manure for compound fertilizer increases yield and decreases NH3 and N2O emissions in an intensive vegetable production systems

(2019) Jing Zhang 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

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

Temporal changes in biochemical indicators of soil quality in response to tillage, crop residue and green manure management in a rice-wheat system

(2019) Rituparna Saikia et al.   ECOLOGICAL INDICATORS

Forecasting corn yield at the farm level in Brazil based on the FAO-66 approach and soil-adjusted vegetation index (SAVI)

(2019) Luan Peroni Venancio et al.   AGRICULTURAL WATER MANAGEMENT

Exploring the driving forces and digital mapping of soil organic carbon using remote sensing and soil texture

(2019) Nikou Hamzehpour et al.   CATENA

Detecting change-point, trend, and seasonality in satellite time series data to track abrupt changes and nonlinear dynamics: A Bayesian ensemble algorithm

(2019) Kaiguang Zhao et al.   REMOTE SENSING OF ENVIRONMENT

Application of aerial remote sensing technology for detection of fire blight infected pear trees

(2019) Nikrooz Bagheri   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Dependence-biased clustering for variable selection with random forests

(2019) Gianluca Gazzola et al.   PATTERN RECOGNITION

Selecting appropriate machine learning methods for digital soil mapping

(2019) Yones Khaledian et al.   APPLIED MATHEMATICAL MODELLING

Wheat and maize yield forecasting for the Tisza river catchment using MODIS NDVI time series and reported crop statistics

(2018) Attila Nagy et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Remote sensing data to assess compositional and structural indicators in dry woodland

(2018) Valeria E. Campos et al.   ECOLOGICAL INDICATORS

Identifying a suitable revegetation technique for soil restoration on water-limited and degraded land: Considering both deep soil moisture deficit and soil organic carbon sequestration

(2018) Xiaodong Gao et al.   GEODERMA

Mapping croplands, cropping patterns, and crop types using MODIS time-series data

(2018) Yaoliang Chen et al.   International Journal of Applied Earth Observation and Geoinformation

MODIS-derived EVI, NDVI and WDRVI time series to estimate phenological metrics in French deciduous forests

(2018) S. Testa et al.   International Journal of Applied Earth Observation and Geoinformation

Use of MSI/Sentinel-2 and airborne LiDAR data for mapping vegetation and studying the relationships with soil attributes in the Brazilian semi-arid region

(2018) Hilton Luís Ferraz da Silveira et al.   International Journal of Applied Earth Observation and Geoinformation

Imaging spectrometer emulates Landsat: A case study with Airborne Visible Infrared Imaging Spectrometer (AVIRIS) and Operational Land Imager (OLI) data

(2018) Felix C. Seidel et al.   REMOTE SENSING OF 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

Soil Organic Carbon Estimation in Croplands by Hyperspectral Remote APEX Data Using the LUCAS Topsoil Database

(2018) Fabio Castaldi et al.   Remote Sensing

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

Effects of Heat Stress at Vegetative and Reproductive Stages on Spikelet Fertility

(2018) Sulaiman Cheabu et al.   Rice Science

Seasonal and long-term changes in soil physical properties and organic carbon fractions as affected by manure application rates in the Mollisol region of Northeast China

(2018) Heng Jiang et al.   AGRICULTURE ECOSYSTEMS & ENVIRONMENT

A simple method to improve the quality of NDVI time-series data by integrating spatiotemporal information with the Savitzky-Golay filter

(2018) Ruyin Cao et al.   REMOTE SENSING OF ENVIRONMENT

Modelling fuzzy combination of remote sensing vegetation index for durum wheat crop analysis

(2018) Teodoro Semeraro et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Soil organic carbon storage as a key function of soils - A review of drivers and indicators at various scales

(2018) Martin Wiesmeier et al.   GEODERMA

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

Land use and climate change effects on soil organic carbon in North and Northeast China

(2018) Yin Zhou et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Estimating green biomass ratio with remote sensing in arid grasslands

(2018) Hongrui Ren et al.   ECOLOGICAL INDICATORS

A high resolution map of soil types and physical properties for Cyprus: A digital soil mapping optimization

(2017) Corrado Camera et al.   GEODERMA

Estimating temporal changes in soil carbon stocks at ecoregional scale in Madagascar using remote-sensing

(2017) C. Grinand et al.   International Journal of Applied Earth Observation and Geoinformation

Regional Soil Mapping Using Multi-Grade Representative Sampling and a Fuzzy Membership-Based Mapping Approach

(2017) Lin YANG et al.   PEDOSPHERE

Responses of soil properties, crop yield and root growth to improved irrigation and N fertilization, soil tillage and compost addition in a pepper crop

(2017) Francisco M. Padilla et al.   SCIENTIA HORTICULTURAE

Extraction of Rice Phenological Differences under Heavy Metal Stress Using EVI Time-Series from HJ-1A/B Data

(2017) et al.   SENSORS

Urban vegetation phenology analysis using high spatio-temporal NDVI time series

(2017) Feng Li et al.   URBAN FORESTRY & URBAN GREENING

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

Comparison of boosted regression tree and random forest models for mapping topsoil organic carbon concentration in an alpine ecosystem

(2016) Ren-Min Yang et al.   ECOLOGICAL INDICATORS

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

Multi-index time series monitoring of drought and fire effects on desert grasslands

(2016) Miguel L. Villarreal et al.   REMOTE SENSING OF ENVIRONMENT

Mapping soil organic carbon content using spectroscopic and environmental data: A case study in acidic soils from NW Spain

(2016) Marcela Rial et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Studying bio-thermal effects at and around MSW dumps using Satellite Remote Sensing and GIS

(2016) Khalid Mahmood et al.   WASTE MANAGEMENT

Predictive mapping of soil organic carbon stocks in South Australia’s agricultural zone

(2015) Craig Liddicoat et al.   Soil Research

Catchment scale mapping of measureable soil organic carbon fractions

(2014) S.B. Karunaratne et al.   GEODERMA

Long-term fertilization effects on organic carbon fractions in a red soil of China

(2013) Xiaogang Tong et al.   CATENA

Predictive soil parent material mapping at a regional-scale: A Random Forest approach

(2013) Brandon Heung et al.   GEODERMA

Digital mapping of soil salinity in Ardakan region, central Iran

(2013) R. Taghizadeh-Mehrjardi et al.   GEODERMA

The dimensions of soil security

(2013) Alex McBratney et al.   GEODERMA

Land-cover effects on soil organic carbon stocks in a European city

(2013) Jill L. Edmondson et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Potential of SPOT Multispectral Satellite Images for Mapping Topsoil Organic Carbon Content over Peri-Urban Croplands

(2013) E. Vaudour et al.   SOIL SCIENCE SOCIETY OF AMERICA JOURNAL

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

(2011) Feng Liu et al.   GEODERMA

Variable selection using random forests

(2010) Robin Genuer et al.   PATTERN RECOGNITION LETTERS

Soil organic carbon concentrations and stocks on Barro Colorado Island — Digital soil mapping using Random Forests analysis

(2008) R. Grimm et al.   GEODERMA