Daniel Moraes @danielmoraesofc
Remote Sensing. Earth Observation. Machine Learning. Joined July 2018-
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📜Paper alert We used Sentinel-2 & point-based NFI data as sparse labels for weakly supervised CNN-based national LC mapping. We also showed that pretraining a self-supervised MAE before finetuning with NFI data improved model performance. 🔗: doi.org/10.3390/rs1704…
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Daniel Moraes retweeted
If you care about science at NASA, this is royally sucks. arstechnica.com/space/2025/04/…
Daniel Moraes retweeted
Ranchers in Brazil used chemical deforestation techniques to avoid detection by satellite-based monitoring systems, which typically look for abrupt forest disappearances.
Daniel Moraes retweeted
Governo corta 70 milhões de euros na verba da Fundação para a Ciência e a Tecnologia publico.pt/2024/11/04/cie…
Very interesting approach. I wonder if the "encoded" 2d pixels can be used as inputs to a standard CNN that would then compute spatial features
Very interesting approach. I wonder if the "encoded" 2d pixels can be used as inputs to a standard CNN that would then compute spatial features
king of the hill, top of the list
Geografisk Institut, University of Copenhagen
You don't find one of those on Google Maps every day
🔍 Paper alert! We used the Continuous Change Detection algorithm to monitor forest loss in Portugal with Sentinel-2 data, obtaining accurate and timely detections while preserving spatial detail. 🔗: doi.org/10.1016/j.jag.… #remotesensing #forest #landcover #sentinel2
Paper alert 📝 "Training data in satellite image classification for land cover mapping: a review" An attempt to organize and synthetize the research on training data for LC classification, identifying main research topics and approaches. #remotesensing #EO doi.org/10.1080/227972…
Step-by-step guide on how to install and use the CCD-Plugin for QGIS. #earthengine #qgis #changedetection link.medium.com/u9v9fI0NwFb
Good read for ML practitioners
Daniel Moraes retweeted
#notablepaper 📢Spatially Stratified and Multi-Stage Approach for National #LandCoverMapping Based on #Sentinel2 Data and Expert Knowledge by Hugo Costa, Pedro Benevides, Francisco D. Moreira, Daniel Moraes and Mário Caetano 👉Read the full article: mdpi.com/2072-4292/14/8…
Daniel Moraes retweeted
Retrato de dez cientistas em Portugal: uns mais, outros menos, mas todos precários publico.pt/2023/07/16/cie…
Bike day with pause by the river
New version of the CCD Plugin for QGIS is available. A very useful tool for the Remote Sensing/GIS community. It now includes support for Sentinel-2 data, an upgrade in which I gladly collaborated on its development. #remotesensing #ccdc #gee #EarthEngine
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