Global soil carbon: understanding and managing the largest terrestrial carbon pool
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February 2014 |
Soil carbon sequestration to mitigate climate change
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November 2004 |
Comparison of soil reflectance spectra and calibration models obtained using multiple spectrometers
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March 2011 |
VisNIR spectra of dried ground soils predict properties of soils scanned moist and intact
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June 2014 |
Evaluation of the potential of the current and forthcoming multispectral and hyperspectral imagers to estimate soil texture and organic carbon
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June 2016 |
Hyperspectral radiative transfer modeling to explore the combined retrieval of biophysical parameters and canopy fluorescence from FLEX – Sentinel-3 tandem mission multi-sensor data
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January 2018 |
An integrated model of soil-canopy spectral radiances, photosynthesis, fluorescence, temperature and energy balance
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January 2009 |
Climate change and the permafrost carbon feedback
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April 2015 |
Neocognitron: A neural network model for a mechanism of visual pattern recognition
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September 1983 |
An integrated methodology using open soil spectral libraries and Earth Observation data for soil organic carbon estimations in support of soil-related SDGs
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July 2020 |
The SPART model: A soil-plant-atmosphere radiative transfer model for satellite measurements in the solar spectrum
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September 2020 |
Prediction of Soil Carbon in the Conterminous United States: Visible and Near Infrared Reflectance Spectroscopy Analysis of the Rapid Carbon Assessment Project
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January 2016 |
Principal component analysis
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August 1987 |
Permutation importance: a corrected feature importance measure
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April 2010 |
Partial least-squares regression: a tutorial
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January 1986 |
Soil variability and quantification based on Sentinel-2 and Landsat-8 bare soil images: A comparison
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January 2021 |
Soil organic carbon prediction by hyperspectral remote sensing and field vis-NIR spectroscopy: An Australian case study
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August 2008 |
Airborne hyperspectral imaging of spatial soil organic carbon heterogeneity at the field-scale
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April 2012 |
A fuzzy K-nearest neighbor algorithm
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July 1985 |
STAIR 2.0: A Generic and Automatic Algorithm to Fuse Modis, Landsat, and Sentinel-2 to Generate 10 m, Daily, and Cloud-/Gap-Free Surface Reflectance Product
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October 2020 |
Bare Earth’s Surface Spectra as a Proxy for Soil Resource Monitoring
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March 2020 |
Genetic-based EM algorithm for learning Gaussian mixture models
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August 2005 |
Measuring soil organic carbon in croplands at regional scale using airborne imaging spectroscopy
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August 2010 |
Field spectroscopy of canopy nitrogen concentration in temperate grasslands using a convolutional neural network
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May 2021 |
Gradient Theory of Optimal Flight Paths
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October 1960 |
A survey on addressing high-class imbalance in big data
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November 2018 |
Remote Sensing Techniques for Soil Organic Carbon Estimation: A Review
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March 2019 |
Moisture insensitive prediction of soil properties from VNIR reflectance spectra based on external parameter orthogonalization
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April 2016 |
EUSBoost: Enhancing ensembles for highly imbalanced data-sets by evolutionary undersampling
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December 2013 |
Random forest in remote sensing: A review of applications and future directions
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April 2016 |
Ridge Regression: Applications to Nonorthogonal Problems
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February 1970 |
A remote sensing adapted approach for soil organic carbon prediction based on the spectrally clustered LUCAS soil database
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November 2019 |
PROSPECT: A model of leaf optical properties spectra
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November 1990 |
Long Short-Term Memory
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November 1997 |
Geospatial Soil Sensing System (GEOS3): A powerful data mining procedure to retrieve soil spectral reflectance from satellite images
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June 2018 |
Random forest classifier for remote sensing classification
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January 2005 |
Predicting Physical and Chemical Properties of US Soils with a Mid‐Infrared Reflectance Spectral Library
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April 2018 |
NASA's surface biology and geology designated observable: A perspective on surface imaging algorithms
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May 2021 |
Soil health and carbon management
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November 2016 |
The LUCAS topsoil database and derived information on the regional variability of cropland topsoil properties in the European Union
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February 2013 |
Mitigating the effects of soil and residue water contents on remotely sensed estimates of crop residue cover
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April 2008 |
Machine learning and soil sciences: a review aided by machine learning tools
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February 2020 |
How to estimate soil organic carbon stocks of agricultural fields? Perspectives using ex-ante evaluation
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April 2022 |
Building an exposed soil composite processor (SCMaP) for mapping spatial and temporal characteristics of soils with Landsat imagery (1984–2014)
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February 2018 |
GSV: a general model for hyperspectral soil reflectance simulation
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November 2019 |
Predicting subsurface thermohaline structure from remote sensing data based on long short-term memory neural networks
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July 2021 |
The potential of diffuse reflectance spectroscopy for the determination of carbon inventories in soils
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March 2002 |
Spectral reflectance based indices for soil organic carbon quantification
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May 2008 |
A systematic study on the application of scatter-corrective and spectral-derivative preprocessing for multivariate prediction of soil organic carbon by Vis-NIR spectra
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March 2018 |
Light scattering by leaf layers with application to canopy reflectance modeling: The SAIL model
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October 1984 |
Short and mid-term sea surface temperature prediction using time-series satellite data and LSTM-AdaBoost combination approach
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November 2019 |
Assessment of soil organic carbon at local scale with spiked NIR calibrations: effects of selection and extra-weighting on the spiking subset
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February 2014 |
Deep learning and process understanding for data-driven Earth system science
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February 2019 |
Soil organic carbon storage as a key function of soils - A review of drivers and indicators at various scales
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January 2019 |
Prediction of soil organic carbon and the C:N ratio on a national scale using machine learning and satellite data: A comparison between Sentinel-2, Sentinel-3 and Landsat-8 images
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February 2021 |
Harmonized soil profile data for applications at global and continental scales: updates to the WISE database
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June 2009 |
Visible and near‐infrared reflectance spectroscopy analysis of soils
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September 2020 |
Imaging Spectroscopy for Soil Mapping and Monitoring
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March 2019 |
SMOTE: Synthetic Minority Over-sampling Technique
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January 2002 |
A Critical Examination of a Rapid Method for Determining Organic Carbon in Soils—Effect of Variations in Digestion Conditions and of Inorganic soil Constituents
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January 1947 |
Evaluating the capability of the Sentinel 2 data for soil organic carbon prediction in croplands
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January 2019 |
The effect of splitting on random forests
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July 2014 |
Inconsistencies in Terminology and Definitions of Organic Soil Materials
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July 2014 |
Is Standardization Necessary for Sharing of a Large Mid-Infrared Soil Spectral Library?
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November 2020 |
rs-local data-mines information from spectral libraries to improve local calibrations: rs-local improves local spectroscopic calibrations
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November 2017 |
Soil organic carbon fractions in the Great Plains of the United States: an application of mid-infrared spectroscopy
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February 2021 |
The extent of soil loss across the US Corn Belt
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February 2021 |
Simulation of Optical Remote-Sensing Scenes With Application to the EnMAP Hyperspectral Mission
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July 2009 |
Using Imaging Spectroscopy to study soil properties
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September 2009 |
Quantifying carbon budget, crop yields and their responses to environmental variability using the ecosys model for U.S. Midwestern agroecosystems
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September 2021 |
Simulation of Sentinel-3 images by four-stream surface–atmosphere radiative transfer modeling in the optical and thermal domains
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May 2012 |
Soil Organic Carbon Mapping Using LUCAS Topsoil Database and Sentinel-2 Data: An Approach to Reduce Soil Moisture and Crop Residue Effects
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September 2019 |
PROSPECT-D: Towards modeling leaf optical properties through a complete lifecycle
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May 2017 |