Daniel Moraes
@danielmoraesofc
Remote Sensing. Earth Observation. Machine Learning.
คุณอาจชื่นชอบ
PhDone. I'm glad to have accomplished this goal and excited for the next chapters
📜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…
If you care about science at NASA, this is royally sucks. arstechnica.com/space/2025/04/…
Ranchers in Brazil used chemical deforestation techniques to avoid detection by satellite-based monitoring systems, which typically look for abrupt forest disappearances.
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
Convolutional Neural Networks for #Agricultural Land Use Classification from #Sentinel-2 Image Time Series by Alejandro-Martín Simón Sánchez, José González-Piqueras, Luis de la Ossa and Alfonso Calera 🔗Read the full paper: brnw.ch/21wMey5
🔍 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
Is AI leading to a reproducibility crisis in science? Scientists worry that ill-informed use of artificial intelligence is driving a deluge of unreliable or useless research go.nature.com/3uNWctZ
#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…
Retrato de dez cientistas em Portugal: uns mais, outros menos, mas todos precários publico.pt/2023/07/16/cie…
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