Assessing the generalization capability of deep learning networks for aerial image classification using landscape metrics by Caroline M. Gevaert, Mariana Belgiu

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Mapping tobacco planting areas in smallholder farmlands using Phenological-Spatial-Temporal LSTM from time-series Sentinel-1 SAR images by Mengmeng Li, Xiaomin Feng, Mariana Belgiu

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Few-Shot Learning for Crop Mapping from Satellite Image Time Series by Sina Mohammadi, Mariana Belgiu, Alfred Stein

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Spatially Explicit Active Learning for Crop-Type Mapping from Satellite Image Time Series by Beatrice Kaijage, Mariana Belgiu, Wietske Bijker

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Open Geospatial Education by Mariana Belgiu, Josef Strobl, Gudrun Wallentin

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Phenology-based sample generation for supervised crop type classification by Mariana Belgiu, Wietske Bijker, Ovidiu Csillik, Alfred Stein

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Prevalence and determinants of stunting and anaemia in children aged 6–23 months: A multilevel analysis from rural Ethiopia by Habtamu Guja, Mariana Belgiu, Kaleab Baye, Alfred Stein

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Assessing the Effect of Training Sampling Design on the Performance of Machine Learning Classifiers for Land Cover Mapping Using Multi-Temporal Remote Sensing Data and Google Earth... by Shobitha Shetty, Prasun Kumar Gupta, Mariana Belgiu, S. K. Srivastav

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Vegetable mapping using fuzzy classification of Dynamic Time Warping distances from time series of Sentinel-1A images by Wisdom Simataa Moola, Wietske Bijker, Mariana Belgiu, Mengmeng Li

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Ontologies to interpret remote sensing images: why do we need them? by Damien Arvor, Mariana Belgiu, Zoe Falomir, Isabelle Mougenot, Laurent Durieux

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Architecture and prototypical implementation of a semantic querying system for big Earth observation image bases by Dirk Tiede, Andrea Baraldi, Martin Sudmanns, Mariana Belgiu, Stefan Lang

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The impact of spatiotemporal variability of environmental conditions on wheat yield forecasting using remote sensing data and machine learning by Keltoum Khechba, Mariana Belgiu, Ahmed Laamrani, Alfred Stein, Abdelhakim Amazirh, Abdelghani Chehbouni

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Mapping Integrated Crop–Livestock Systems Using Fused Sentinel-2 and PlanetScope Time Series and Deep Learning by João P. S. Werner, Mariana Belgiu, Inacio T. Bueno, Aliny A. Dos Reis, Ana P. S. G. D. Toro, João F. G. Antunes, Alfred Stein, Rubens A. C. Lamparelli, Paulo S. G. Magalhães, Alexandre C. Coutinho, Júlio C. D. M. Esquerdo, Gleyce K. D. A. Figueiredo

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