Sedimentary structure discrimination with hyperspectral imaging in sediment cores

Drill-Core Mineral Abundance Estimation Using Hyperspectral and High-Resolution Mineralogical Data

(2020) Laura Tuşa et al.   Remote Sensing

Early human impact in a 15,000-year high-resolution hyperspectral imaging record of paleoproduction and anoxia from a varved lake in Switzerland

(2020) Stamatina Makri et al.   QUATERNARY SCIENCE REVIEWS

Mineral Mapping and Vein Detection in Hyperspectral Drill-Core Scans: Application to Porphyry-Type Mineralization

(2019) Laura Tusa et al.   Minerals

High-resolution prediction of organic matter concentration with hyperspectral imaging on a sediment core

(2019) Kévin Jacq et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Multi-Sensor Spectral Imaging of Geological Samples: A Data Fusion Approach Using Spatio-Spectral Feature Extraction

(2019) Sandra Lorenz et al.   SENSORS

Close-range, ground-based hyperspectral imaging for mining applications at various scales: Review and case studies

(2019) Diana Krupnik et al.   EARTH-SCIENCE REVIEWS

Evaluating the performance of hyperspectral short-wave infrared sensors for the pre-sorting of complex ores using machine learning methods

(2019) L. Tuşa et al.   MINERALS ENGINEERING

Selecting appropriate machine learning methods for digital soil mapping

(2019) Yones Khaledian et al.   APPLIED MATHEMATICAL MODELLING

3-D Deep Learning Approach for Remote Sensing Image Classification

(2018) Amina Ben Hamida et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Comparison of lithological mapping results from airborne hyperspectral VNIR-SWIR, LWIR and combined data

(2018) Jilu Feng et al.   International Journal of Applied Earth Observation and Geoinformation

First hyperspectral imaging survey of the deep seafloor: High-resolution mapping of manganese nodules

(2018) Ines Dumke et al.   REMOTE SENSING OF ENVIRONMENT

Joint Tumor Segmentation in PET-CT Images Using Co-Clustering and Fusion Based on Belief Functions

(2018) Chunfeng Lian et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Canopy Vegetation Indices from In situ Hyperspectral Data to Assess Plant Water Status of Winter Wheat under Powdery Mildew Stress

(2017) Wei Feng et al.   Frontiers in Plant Science

Advanced Spectral Classifiers for Hyperspectral Images: A review

(2017) Pedram Ghamisi et al.   IEEE Geoscience and Remote Sensing Magazine

Optimal color space selection method for plant/soil segmentation in agriculture

(2016) J.L. Hernández-Hernández et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Quantified sensitivity of small lake sediments to record historic earthquakes: Implications for paleoseismology

(2016) Bruno Wilhelm et al.   JOURNAL OF GEOPHYSICAL RESEARCH-EARTH SURFACE

Detection of Tephra Layers in Antarctic Sediment Cores with Hyperspectral Imaging

(2016) Ismael F. Aymerich et al.   PLoS One

Random Forests Unsupervised Classification: The Detection and Mapping of Solanum mauritianum Infestations in Plantation Forestry Using Hyperspectral Data

(2015) Kabir Yunus Peerbhay et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Hyperspectral imaging spectroscopy: a promising method for the biogeochemical analysis of lake sediments

(2015) Christoph Butz et al.   Journal of Applied Remote Sensing

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Semi-automated detection of annual laminae (varves) in lake sediments using a fuzzy logic algorithm

(2015) Thomas Ebert et al.   PALAEOGEOGRAPHY PALAEOCLIMATOLOGY PALAEOECOLOGY

A 4D sedimentological approach to reconstructing the flood frequency and intensity of the Rhône River (Lake Bourget, NW European Alps)

(2014) J.-P. Jenny et al.   JOURNAL OF PALEOLIMNOLOGY

Incorporating spatial information in spectral unmixing: A review

(2014) Chen Shi et al.   REMOTE SENSING OF ENVIRONMENT

Is a regional flood signal reproducible from lake sediments?

(2014) Bruno Wilhelm et al.   SEDIMENTOLOGY

Visible, near-infrared spectrometry for simultaneous assessment of geophysical sediment properties (water and grain size) using the Spectral Derivative-Modified Gaussian Model

(2014) C. Verpoorter et al.   JOURNAL OF GEOPHYSICAL RESEARCH-EARTH SURFACE

Classification of Australian Native Forest Species Using Hyperspectral Remote Sensing and Machine-Learning Classification Algorithms

(2013) Xiao Shang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Frequent floods in the European Alps coincide with cooler periods of the past 2500 years

(2013) Lukas Glur et al.   Scientific Reports

Pre-processing of hyperspectral images. Essential steps before image analysis

(2012) Maider Vidal et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

1400 years of extreme precipitation patterns over the Mediterranean French Alps and possible forcing mechanisms

(2012) Bruno Wilhelm et al.   QUATERNARY RESEARCH

7000 years of paleostorm activity in the NW Mediterranean Sea in response to Holocene climate events

(2011) Pierre Sabatier et al.   QUATERNARY RESEARCH

Methods for preparing and counting biochemical varves

(2010) ANDRÉ F. LOTTER et al.   BOREAS

Using data mining to model and interpret soil diffuse reflectance spectra

(2010) R.A. Viscarra Rossel et al.   GEODERMA

SIFT Flow: Dense Correspondence across Scenes and Its Applications

(2010) Ce Liu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Chemical signatures of palaeotsunamis: A forgotten proxy?

(2010) Catherine Chagué-Goff   MARINE GEOLOGY

A compilation of data on European flash floods

(2009) Eric Gaume et al.   JOURNAL OF HYDROLOGY

Sedimentological and geochemical records of past trophic state and hypolimnetic anoxia in large, hard-water Lake Bourget, French Alps

(2009) Charline Giguet-Covex et al.   JOURNAL OF PALEOLIMNOLOGY

Review of the most common pre-processing techniques for near-infrared spectra

(2009) Åsmund Rinnan et al.   TRAC-TRENDS IN ANALYTICAL CHEMISTRY