A neural network-based technique for change detection of linear features and its application to a Mediterranean region. - Idan Feldberg; Nathan S. Netanyahu; Maxim Shoshany (IGARSS, 2002)

Spectral and spatial parameterization of multi-date satellite images for change detection of linear features. - Avraham Gal; Maxim Shoshany; Nathan S. Netanyahu (IGARSS, 2002)

Mean shift-based clustering of remotely sensed data. - Lior Friedman; Nathan S. Netanyahu; Maxim Shoshany (IGARSS, 2003)

Herbaceous biomass retrieval in habitats of complex composition: a model merging SAR images with unmixed landsat TM data. - Tal Svoray; Maxim Shoshany (IEEE Trans. Geosci. Remote. Sens., 2003)

Application of spectral features' ratios for improving classification in partially calibrated hyperspectral imagery: a case study of separating Mediterranean vegetation species. - Ronit Rud; Maxim Shoshany; Victor Alchanatis; Yafit Cohen (J. Real Time Image Process., 2006)

Improving hyperspectral classification based on wavelet decomposition 1Ophir Almog. - Ophir Almog; Maxim Shoshany; Victor Alchanatis (IGARSS, 2007)

Evolution of clusters in dynamic point patterns: with a case study of Ants' simulation. - Maxim Shoshany; Asaf Even-Paz; Shlomo Bekhor (Int. J. Geogr. Inf. Sci., 2007)

An evolutionary patch pattern approach for texture discrimination. - Maxim Shoshany (Pattern Recognit., 2008)

Wavelet Decomposition for Reducing Flux Density Effects on Hyperspectral Classification. - Maxim Shoshany; Ophir Almog; Victor Alchanatis (IEEE Geosci. Remote. Sens. Lett., 2009)

An Iterative Search in End-Member Fraction Space for Spectral Unmixing. - Maxim Shoshany; Fadi Kizel; Nathan S. Netanyahu; Naftali Goldshlager; Thomas Jarmer 001; Gilad Even-Tzur (IEEE Geosci. Remote. Sens. Lett., 2011)

Spatially adaptive hyperspectral unmixing based on sums of 2D Gaussians for modelling endmember fraction surfaces. - Fadi Kizel; Maxim Shoshany; Nathan S. Netanyahu (IGARSS, 2015)

Remote Sensing of Shrubland Drying in the South-East Mediterranean, 1995-2010: Water-Use-Efficiency-Based Mapping of Biomass Change. - Maxim Shoshany; Lev Karnibad (Remote. Sens., 2015)

Red-edge ratio Normalized Vegetation Index for remote estimation of green biomass. - Jisung Chang; Maxim Shoshany (IGARSS, 2016)

Mediterranean shrublands biomass estimation using Sentinel-1 and Sentinel-2. - Jisung Chang; Maxim Shoshany (IGARSS, 2016)

The response of shrubland patterns' properties to rainfall changes and to the catastrophic removal of plants in semi-arid regions predicted by Reaction-Diffusion simulations. - Elena Roitberg; Maxim Shoshany; Yehuda Agnon (Ecol. Informatics, 2016)

A Stepwise Analytical Projected Gradient Descent Search for Hyperspectral Unmixing and Its Code Vectorization. - Fadi Kizel; Maxim Shoshany; Nathan S. Netanyahu; Gilad Even-Tzur; Jón Atli Benediktsson (IEEE Trans. Geosci. Remote. Sens., 2017)

Polarimetric Radar Vegetation Index for Biomass Estimation in Desert Fringe Ecosystems. - Jisung Geba Chang; Maxim Shoshany; Yisok Oh (IEEE Trans. Geosci. Remote. Sens., 2018)

Ground Truth Simulation for Deep Learning Classification of Mid-Resolution Venus Images Via Unmixing of High-Resolution Hyperspectral Fenix Data. - Ido Faran; Nathan S. Netanyahu; Eli (Omid) David; Maxim Shoshany; Fadi Kizel; Jisung Geba Chang; Ronit Rud (IGARSS, 2019)

Spatial and Temporal Monitoring of Pasture Ecological Quality: Sentinel-2-Based Estimation of Crude Protein and Neutral Detergent Fiber Contents. - Rachel Lugassi; Eli Zaady; Naftaly Goldshleger; Maxim Shoshany; Alexandra Chudnovsky (Remote. Sens., 2019)

Multi Seasonal Deep Learning Classification of Venus Images. - Ido Faran; Nathan S. Netanyahu; Eli David; Ronit Rud; Maxim Shoshany (IGARSS, 2020)

Soil Moisture Mapping Along Climatic Gradient by Dual-Polarization Sentinel-1 C-Band Data. - Jisung Geba Chang; Yisok Oh; Maxim Shoshany (IEEE Geosci. Remote. Sens. Lett., 2023)

Primary Productivity and Woody Growth: A 35 Years Landsat TM NDVI Time Series Investigation Across Desert-Fringe in the South-Eastern Mediterranean. - Elena Roitberg; Maxim Shoshany (IGARSS, 2024)

Hyperspectral Investigation of Sarcoproterioum Spinosum Detection in a Desert Fringe Site. - Maxim Shoshany (IGARSS, 2024)

Photogrammetric Point Cloud Analysis of Desert Fringe Shrubs' Shape. - Yulia Vidro; Maxim Shoshany (IGARSS, 2024)

Regional and Global-Scale LULC Mapping by Synergetic Integration of NDVI From Optical Data and Degree of Polarization From SAR Data. - Jisung Geba Chang; Yisok Oh; Maxim Shoshany (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Self-Supervised Transformers for Long-Term Prediction of Landsat NDVI Time Series. - Ido Faran; Nathan S. Netanyahu; Elena Roitberg; Maxim Shoshany (ICPRAM, 2025)