Remote Sensing Techniques for Soil Organic Carbon Estimation: A Review
Published 2019 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Remote Sensing Techniques for Soil Organic Carbon Estimation: A Review
Authors
Keywords
-
Journal
Remote Sensing
Volume 11, Issue 6, Pages 676
Publisher
MDPI AG
Online
2019-03-22
DOI
10.3390/rs11060676
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Sentinel-2 image capacities to predict common topsoil properties of temperate and Mediterranean agroecosystems
- (2019) E. Vaudour et al. REMOTE SENSING OF ENVIRONMENT
- A memory-based learning approach utilizing combined spectral sources and geographical proximity for improved VIS-NIR-SWIR soil properties estimation
- (2019) Nikolaos Tziolas et al. GEODERMA
- Monitoring soil for sustainable development and land degradation neutrality
- (2018) Gergely Tóth et al. ENVIRONMENTAL MONITORING AND ASSESSMENT
- Internal soil standard method for the Brazilian soil spectral library: Performance and proximate analysis
- (2018) Danilo Jefferson Romero 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
- High resolution mapping of soil organic carbon stocks using remote sensing variables in the semi-arid rangelands of eastern Australia
- (2018) Bin Wang et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Soil Organic Carbon Estimation in Croplands by Hyperspectral Remote APEX Data Using the LUCAS Topsoil Database
- (2018) Fabio Castaldi 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
- Machine Learning in Agriculture: A Review
- (2018) Konstantinos Liakos et al. SENSORS
- A GA-based stacking algorithm for predicting soil organic matter from vis-NIR spectral data
- (2018) N. L. Tsakiridis et al. EUROPEAN JOURNAL OF SOIL SCIENCE
- 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
- Application of Spectrally Derived Soil Type as Ancillary Data to Improve the Estimation of Soil Organic Carbon by Using the Chinese Soil Vis-NIR Spectral Library
- (2018) Yi Liu et al. Remote Sensing
- Multi-Temporal Satellite Images on Topsoil Attribute Quantification and the Relationship with Soil Classes and Geology
- (2018) Bruna Gallo et al. Remote Sensing
- Soil analytical quality control by traditional and spectroscopy techniques: Constructing the future of a hybrid laboratory for low environmental impact
- (2018) José Alexandre M. Demattê et al. GEODERMA
- Rapid prediction of soil mineralogy using imaging spectroscopy
- (2017) E. S. E. Omran EURASIAN SOIL SCIENCE
- In-situ prediction of soil organic carbon by vis-NIR spectroscopy: an efficient use of limited field data
- (2017) A. Kühnel et al. EUROPEAN JOURNAL OF SOIL SCIENCE
- rs-local data-mines information from spectral libraries to improve local calibrations
- (2017) C. R. Lobsey et al. EUROPEAN JOURNAL OF SOIL SCIENCE
- Modelling the topsoil carbon stock of agricultural lands with the Stochastic Gradient Treeboost in a semi-arid Mediterranean region
- (2017) Calogero Schillaci et al. GEODERMA
- UAS, sensors, and data processing in agroforestry: a review towards practical applications
- (2017) Luís Pádua et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Incorporation of satellite remote sensing pan-sharpened imagery into digital soil prediction and mapping models to characterize soil property variability in small agricultural fields
- (2017) Yiming Xu et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Managing Mediterranean soil resources under global change: expected trends and mitigation strategies
- (2017) Philippe Lagacherie et al. Regional Environmental Change
- Reflectance Spectroscopy (Vis-NIR) for Assessing Soil Heavy Metals Concentrations Determined by two Different Analytical Protocols, Based on ISO 11466 and ISO 14869-1
- (2017) Theodora Angelopoulou et al. WATER AIR AND SOIL POLLUTION
- Quantification of Soil Properties with Hyperspectral Data: Selecting Spectral Variables with Different Methods to Improve Accuracies and Analyze Prediction Mechanisms
- (2017) Michael Vohland et al. Remote Sensing
- Hyperspectral Imaging: A Review on UAV-Based Sensors, Data Processing and Applications for Agriculture and Forestry
- (2017) Telmo Adão et al. Remote Sensing
- Prediction of Topsoil Organic Carbon Using Airborne and Satellite Hyperspectral Imagery
- (2017) Juanjo Peón et al. Remote Sensing
- Review of Soil Organic Carbon Measurement Protocols: A US and Brazil Comparison and Recommendation
- (2017) Maggie Davis et al. Sustainability
- Spatial variability of soil organic matter using remote sensing data
- (2016) S. Mirzaee et al. CATENA
- Remote estimation of canopy height and aboveground biomass of maize using high-resolution stereo images from a low-cost unmanned aerial vehicle system
- (2016) Wang Li et al. ECOLOGICAL INDICATORS
- UAS-based soil carbon mapping using VIS-NIR (480–1000nm) multi-spectral imaging: Potential and limitations
- (2016) Emilien Aldana-Jague et al. GEODERMA
- Baseline estimates of soil organic carbon by proximal sensing: Comparing design-based, model-assisted and model-based inference
- (2016) R.A. Viscarra Rossel et al. GEODERMA
- Combining Field and Imaging Spectroscopy to Map Soil Organic Carbon in a Semiarid Environment
- (2016) Anita D. Bayer et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Regional prediction of soil organic carbon content over temperate croplands using visible near-infrared airborne hyperspectral imagery and synchronous field spectra
- (2016) E. Vaudour et al. International Journal of Applied Earth Observation and Geoinformation
- Quantifying global soil carbon losses in response to warming
- (2016) T. W. Crowther et al. NATURE
- 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
- Prediction of Common Surface Soil Properties Based on Vis-NIR Airborne and Simulated EnMAP Imaging Spectroscopy Data: Prediction Accuracy and Influence of Spatial Resolution
- (2016) Andreas Steinberg et al. Remote Sensing
- Creating Multi-Temporal Composites of Airborne Imaging Spectroscopy Data in Support of Digital Soil Mapping
- (2016) Sanne Diek et al. Remote Sensing
- A comparative assessment of support vector regression, artificial neural networks, and random forests for predicting and mapping soil organic carbon stocks across an Afromontane landscape
- (2015) Kennedy Were et al. ECOLOGICAL INDICATORS
- Prediction of soil properties using imaging spectroscopy: Considering fractional vegetation cover to improve accuracy
- (2015) M.H.D. Franceschini et al. International Journal of Applied Earth Observation and Geoinformation
- The EnMAP Spaceborne Imaging Spectroscopy Mission for Earth Observation
- (2015) Luis Guanter et al. Remote Sensing
- Estimating Plant Traits of Grasslands from UAV-Acquired Hyperspectral Images: A Comparison of Statistical Approaches
- (2015) Alessandra Capolupo et al. ISPRS International Journal of Geo-Information
- Estimation of soil properties at the field scale from satellite data: a comparison between spatial and non-spatial techniques
- (2014) F. Castaldi et al. EUROPEAN JOURNAL OF SOIL SCIENCE
- Soil organic carbon assessment by field and airborne spectrometry in bare croplands: accounting for soil surface roughness
- (2014) Antoine Denis et al. GEODERMA
- Climate-smart agriculture for food security
- (2014) Leslie Lipper et al. Nature Climate Change
- Estimating Soil Organic Carbon Using VIS/NIR Spectroscopy with SVMR and SPA Methods
- (2014) Xiaoting Peng et al. Remote Sensing
- Global soil carbon: understanding and managing the largest terrestrial carbon pool
- (2014) Jörn PW Scharlemann et al. Carbon Management
- Comparison of remote sensing and plant trait-based modelling to predict ecosystem services in subalpine grasslands
- (2014) L. Homolová et al. Ecosphere
- Visible, Near-Infrared, and Mid-Infrared Spectroscopy Applications for Soil Assessment with Emphasis on Soil Organic Matter Content and Quality: State-of-the-Art and Key Issues
- (2013) Asa Gholizadeh et al. APPLIED SPECTROSCOPY
- The Performance of Visible, Near-, and Mid-Infrared Reflectance Spectroscopy for Prediction of Soil Physical, Chemical, and Biological Properties
- (2013) José M. Soriano-Disla et al. APPLIED SPECTROSCOPY REVIEWS
- The LUCAS topsoil database and derived information on the regional variability of cropland topsoil properties in the European Union
- (2013) Gergely Tóth et al. ENVIRONMENTAL MONITORING AND ASSESSMENT
- Prediction of Soil Organic Carbon at the European Scale by Visible and Near InfraRed Reflectance Spectroscopy
- (2013) Antoine Stevens et al. PLoS One
- Current status, uncertainty and future needs in soil organic carbon monitoring
- (2013) Robert Jandl et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Potential applications of remote sensing in horticulture—A review
- (2013) K. Usha et al. SCIENTIA HORTICULTURAE
- On the use of remote sensing techniques for monitoring spatio-temporal soil organic carbon dynamics in agricultural systems
- (2012) H. Croft et al. CATENA
- Airborne hyperspectral imaging of spatial soil organic carbon heterogeneity at the field-scale
- (2012) Christine Hbirkou et al. GEODERMA
- Prediction of soil organic carbon for different levels of soil moisture using Vis-NIR spectroscopy
- (2012) Marco Nocita et al. GEODERMA
- Multiscale assessment of green leaf cover in a semi-arid rangeland with a small unmanned aerial vehicle
- (2012) Kenneth C. McGwire et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- The application of small unmanned aerial systems for precision agriculture: a review
- (2012) Chunhua Zhang et al. PRECISION AGRICULTURE
- The use of remote sensing in soil and terrain mapping — A review
- (2011) V.L. Mulder et al. GEODERMA
- Supervised vicarious calibration (SVC) of hyperspectral remote-sensing data
- (2011) Anna Brook et al. REMOTE SENSING OF ENVIRONMENT
- Synergies between VSWIR and TIR data for the urban environment: An evaluation of the potential for the Hyperspectral Infrared Imager (HyspIRI) Decadal Survey mission
- (2011) Dar A. Roberts et al. REMOTE SENSING OF ENVIRONMENT
- Remote sensing of soil properties in precision agriculture: A review
- (2011) Yufeng Ge et al. Frontiers of Earth Science
- Measuring soil organic carbon in croplands at regional scale using airborne imaging spectroscopy
- (2010) Antoine Stevens et al. GEODERMA
- Using data mining to model and interpret soil diffuse reflectance spectra
- (2010) R.A. Viscarra Rossel et al. GEODERMA
- Soil Organic Carbon mapping of partially vegetated agricultural fields with imaging spectroscopy
- (2010) Harm Bartholomeus et al. International Journal of Applied Earth Observation and Geoinformation
- 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
- The PRISMA payload optomechanical design, a high performance instrument for a new hyperspectral mission
- (2009) Demetrio Labate et al. ACTA ASTRONAUTICA
- Estimating soil organic carbon from soil reflectance: a review
- (2009) Moslem Ladoni et al. PRECISION AGRICULTURE
- Estimating fractional cover of photosynthetic vegetation, non-photosynthetic vegetation and bare soil in the Australian tropical savanna region upscaling the EO-1 Hyperion and MODIS sensors
- (2009) Juan Pablo Guerschman et al. REMOTE SENSING OF ENVIRONMENT
- Using Imaging Spectroscopy to study soil properties
- (2009) E. Ben-Dor et al. REMOTE SENSING OF ENVIRONMENT
- Scale Issues in Remote Sensing: A Review on Analysis, Processing and Modeling
- (2009) Hua Wu et al. SENSORS
- Spectral reflectance based indices for soil organic carbon quantification
- (2008) H.M. Bartholomeus et al. GEODERMA
- Laboratory, field and airborne spectroscopy for monitoring organic carbon content in agricultural soils
- (2008) Antoine Stevens et al. GEODERMA
- Soil organic carbon prediction by hyperspectral remote sensing and field vis-NIR spectroscopy: An Australian case study
- (2008) Cécile Gomez et al. GEODERMA
- Free Access to Landsat Imagery
- (2008) C. E. Woodcock et al. SCIENCE
- Estimation of soil clay and calcium carbonate using laboratory, field and airborne hyperspectral measurements
- (2007) Philippe Lagacherie et al. REMOTE SENSING OF ENVIRONMENT
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationFind the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
Search