Towards a dynamic soil survey: Identifying and delineating soil horizons in-situ using deep learning

Fe-Mn concentrations in upland loess soils in mid-continental north America: A step towards dynamic soil survey

(2021) Zhuo-Dong Jiang et al.   CATENA

A vertical profile imaging method for quantifying rock fragments in gravelly soil

(2020) Zhuo-Dong Jiang et al.   CATENA

Digital photography as a tool for microscale mapping of soil organic carbon and iron oxides

(2020) Jannis Heil et al.   CATENA

Predicting soil texture from smartphone-captured digital images and an application

(2020) R.K. Swetha et al.   GEODERMA

Coupling spectral imaging and laboratory analyses to digitally map sediment parameters and stratigraphic layers in Yeha, Ethiopia

(2020) Vincent Haburaj et al.   PLoS One

Quantifying organic carbon stocks using a stereological profile imaging method to account for rock fragments in stony soils

(2020) Zhuo-Dong Jiang et al.   GEODERMA

Comparison of traditional image processing and deep learning approaches for classification of white blood cells in peripheral blood smear images

(2019) Roopa B. Hegde et al.   Biocybernetics and Biomedical Engineering

Segmentation of digital rock images using deep convolutional autoencoder networks

(2019) Sadegh Karimpouli et al.   COMPUTERS & GEOSCIENCES

A method for automated soil horizon delineation using digital images

(2019) Yakun Zhang et al.   GEODERMA

Deep Learning for Multilabel Land Cover Scene Categorization Using Data Augmentation

(2019) Radamanthys Stivaktakis et al.   IEEE Geoscience and Remote Sensing Letters

Soil horizon delineation using vis-NIR and pXRF data

(2019) Yakun Zhang et al.   CATENA

Spectroscopic measurements and imaging of soil colour for field scale estimation of soil organic carbon

(2019) Asa Gholizadeh et al.   GEODERMA

Enhanced soil profile visualization using portable X-ray fluorescence (PXRF) spectrometry

(2019) Fujun Sun et al.   GEODERMA

Soil Bulk Density Estimation Methods: A Review

(2018) Ahmed Abed Gatea AL-SHAMMARY et al.   PEDOSPHERE

Color Diagnostics of Soil Horizons (by the Example of Soils from Moscow Region)

(2018) N. P. Kirillova et al.   EURASIAN SOIL SCIENCE

Present and future Köppen-Geiger climate classification maps at 1-km resolution

(2018) Hylke E. Beck et al.   Scientific Data

Digital soil morphometrics of krotovinas in a deep Alfisol derived from loess in Shenyang, China

(2017) Qiu-Bing Wang et al.   GEODERMA

Sampling designs for soil organic carbon stock assessment of soil profiles

(2017) Yakun Zhang et al.   GEODERMA

Mapping stocks of soil organic carbon and soil total nitrogen in Liaoning Province of China

(2017) Shuai Wang et al.   GEODERMA

Soil color sensor data collection using a GPS-enabled smartphone application

(2017) Roxanne Stiglitz et al.   GEODERMA

A review of supervised object-based land-cover image classification

(2017) Lei Ma et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

SoilWeb: A Multifaceted Interface to Soil Survey Information

(2017) Anthony O’Geen et al.   SOIL SCIENCE SOCIETY OF AMERICA JOURNAL

Measurement of Soil Color: A Comparison Between Smartphone Camera and the Munsell Color Charts

(2017) Zhaosheng Fan et al.   SOIL SCIENCE SOCIETY OF AMERICA JOURNAL

A smartphone-based soil color sensor: For soil type classification

(2016) Pengcheng Han et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Fuzzy clustering of Vis–NIR spectra for the objective recognition of soil morphological horizons in soil profiles

(2016) Mario Fajardo et al.   GEODERMA

A quantitative reconstruction of a loess–paleosol sequence focused on paleosol genesis: An example from a section at Chaoyang, China

(2016) Zhong-Xiu Sun et al.   GEODERMA

Supervised Evaluation of Image Segmentation and Object Proposal Techniques

(2016) Jordi Pont-Tuset et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Soil slaking assessment using image recognition

(2016) Mario Fajardo et al.   SOIL & TILLAGE RESEARCH

scikit-image: image processing in Python

(2014) Stéfan van der Walt et al.   PeerJ

Using the mobile phone as Munsell soil-colour sensor: An experiment under controlled illumination conditions

(2013) Luis Gómez-Robledo et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Soil layering and preferential flow impacts on seasonal changes of GPR signals in two contrasting soils

(2013) Jun Zhang et al.   GEODERMA

Adaptive Mobile Cloud Computing to Enable Rich Mobile Multimedia Applications

(2013) Shaoxuan Wang et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Land use and climate control the spatial distribution of soil types in the grasslands of Inner Mongolia

(2012) F.K. Barthold et al.   JOURNAL OF ARID ENVIRONMENTS

Enhanced Pedon Horizonation Using Portable X-ray Fluorescence Spectrometry

(2012) David C. Weindorf et al.   SOIL SCIENCE SOCIETY OF AMERICA JOURNAL

Determination of representative elementary areas for soil redoximorphic features identified by digital image processing

(2011) T. Kevin O'Donnell et al.   GEODERMA

Identification and quantification of soil redoximorphic features by digital image processing

(2010) T. Kevin O'Donnell et al.   GEODERMA

Performance measure characterization for evaluating neuroimage segmentation algorithms

(2009) Herng-Hua Chang et al.   NEUROIMAGE

Quantitative models for pedogenesis — A review

(2008) Budiman Minasny et al.   GEODERMA