A regional-scale hyperspectral prediction model of soil organic carbon considering geomorphic features

Hyperspectral Inversion of Soil Organic Matter Content Based on a Combined Spectral Index Model

(2020) Lifei Wei et al.   SENSORS

Terrain attributes and forage productivity predict catchment-scale soil organic carbon stocks

(2020) Scott M. Devine et al.   GEODERMA

Regional soil organic carbon prediction model based on a discrete wavelet analysis of hyperspectral satellite data

(2020) Xiangtian Meng et al.   International Journal of Applied Earth Observation and Geoinformation

A Quantitative Monitoring Method for Determining Maize Lodging in Different Growth Stages

(2020) HaiXiang Guan et al.   Remote Sensing

Proximal sensing applied to soil texture prediction and mapping in Brazil

(2020) Renata Andrade et al.   Geoderma Regional

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

(2019) Sushil Lamichhane et al.   GEODERMA

Collaborative inversion heavy metal stress in rice by using two-dimensional spectral feature space based on HJ-1 A HSI and radarsat-2 SAR remote sensing data

(2019) Xuqing Li et al.   International Journal of Applied Earth Observation and Geoinformation

How does soil organic carbon mediate trade-offs between ecosystem services and agricultural production?

(2019) Sebastián Horacio Villarino et al.   ECOLOGICAL INDICATORS

Estimating forest soil organic carbon content using vis-NIR spectroscopy: Implications for large-scale soil carbon spectroscopic assessment

(2019) Shangshi Liu et al.   GEODERMA

Soil type, land-use and -management as drivers of root-C inputs and soil C storage in the semiarid pampa region, Argentina

(2019) Ileana Frasier et al.   SOIL & TILLAGE RESEARCH

Updated information on soil salinity in a typical oasis agroecosystem and desert-oasis ecotone: Case study conducted along the Tarim River, China

(2019) Yang Wei et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Prediction of soil organic matter using multi-temporal satellite images in the Songnen Plain, China

(2019) Xin Dou et al.   GEODERMA

Development of soil spectral allocation models considering the effect of soil moisture

(2019) Xiang Wang et al.   SOIL & TILLAGE RESEARCH

Pedoclimatic zone-based three-dimensional soil organic carbon mapping in China

(2019) Xiao-Dong Song et al.   GEODERMA

Nondestructive assessments of carotenoids content of broadleaved plant species using hyperspectral indices

(2018) Rei Sonobe et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Evaluating the detection limit of organic matter using point and imaging spectroscopy

(2018) Yaron Ogen et al.   GEODERMA

Allocate soil individuals to soil classes with topsoil spectral characteristics and decision trees

(2018) Xiaokang Zhang et al.   GEODERMA

New methods for improving the remote sensing estimation of soil organic matter content (SOMC) in the Ebinur Lake Wetland National Nature Reserve (ELWNNR) in northwest China

(2018) Xiaoping Wang et al.   REMOTE SENSING OF ENVIRONMENT

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

A high-resolution map of soil pH in China made by hybrid modelling of sparse soil data and environmental covariates and its implications for pollution

(2018) Songchao Chen et al.   SCIENCE OF THE TOTAL ENVIRONMENT

The minimum level for soil allocation using topsoil reflectance spectra: Genus or species?

(2018) Xiang Wang et al.   CATENA

Soil survey techniques determine nutrient status in soil profile and metal retention by calcium carbonate

(2018) Muhammad Amjad Bashir et al.   CATENA

Prediction of soil organic carbon at the country scale: stratification strategies for near-infrared data

(2017) A. Jaconi et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

Estimation accuracies of near infrared spectroscopy for general soil properties and enzyme activities for two forest sites along three transects

(2017) Bernard Ludwig et al.   GEODERMA

Spatial and Spectral Hybrid Image Classification for Rice Lodging Assessment through UAV Imagery

(2017) Ming-Der Yang et al.   Remote Sensing

SoilGrids250m: Global gridded soil information based on machine learning

(2017) Tomislav Hengl et al.   PLoS One

Remote estimation of soil organic matter content in the Sanjiang Plain, Northest China: The optimal band algorithm versus the GRA-ANN model

(2016) Xiuliang Jin et al.   AGRICULTURAL AND FOREST METEOROLOGY

Methods for estimating leaf nitrogen concentration of winter oilseed rape ( Brassica napus L.) using in situ leaf spectroscopy

(2016) Lantao Li et al.   INDUSTRIAL CROPS AND PRODUCTS

Correlation and variable importance in random forests

(2016) Baptiste Gregorutti et al.   STATISTICS AND COMPUTING

A highly accurate protein structural class prediction approach using auto cross covariance transformation and recursive feature elimination

(2015) Xiaowei Li et al.   COMPUTATIONAL BIOLOGY AND CHEMISTRY

Prediction of soil organic matter using a spatially constrained local partial least squares regression and the Chinese vis-NIR spectral library

(2015) Z. Shi et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

Classifying terrain properties for planetary exploration rovers based on a combined distance measure with dynamic texture model

(2015) Koki Fujita et al.   ROBOTICS AND AUTONOMOUS SYSTEMS

Development of a national VNIR soil-spectral library for soil classification and prediction of organic matter concentrations

(2014) Zhou Shi et al.   Science China-Earth Sciences

Digital mapping of soil salinity in Ardakan region, central Iran

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

PLS-based recursive feature elimination for high-dimensional small sample

(2013) Wenjie You et al.   KNOWLEDGE-BASED SYSTEMS

High-Resolution 3-D Mapping of Soil Texture in Denmark

(2013) Kabindra Adhikari et al.   SOIL SCIENCE SOCIETY OF AMERICA JOURNAL

Airborne hyperspectral imaging of spatial soil organic carbon heterogeneity at the field-scale

(2012) Christine Hbirkou et al.   GEODERMA

Signal and Data Processing for Machine Olfaction and Chemical Sensing: A Review

(2012) S. Marco et al.   IEEE SENSORS JOURNAL

Organic resource management: Impacts on soil aggregate stability and other soil physico-chemical properties

(2011) Alidad Karami et al.   AGRICULTURE ECOSYSTEMS & ENVIRONMENT

A simplified approach for estimating soil carbon and nitrogen stocks in semi-arid complex terrain

(2011) Melvin L. Kunkel et al.   GEODERMA

Near-infrared (NIR) and mid-infrared (MIR) spectroscopic techniques for assessing the amount of carbon stock in soils – Critical review and research perspectives

(2011) Véronique Bellon-Maurel et al.   SOIL BIOLOGY & BIOCHEMISTRY

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

Predict soil texture distributions using an artificial neural network model

(2008) Zhengyong Zhao et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE