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The flowering of Atlantic Forest Pleroma trees.
Published in:
Scientific Reports, 2021, v. 11, n. 1, p. 1, doi. 10.1038/s41598-021-99304-x
By:
- Wagner, Fabien H.
Publication type:
Article
Detection of forest disturbance across California using deep-learning on PlanetScope imagery.
Published in:
Frontiers in Remote Sensing, 2024, p. 1, doi. 10.3389/frsen.2024.1409400
By:
- Carter, Griffin;
- Wagner, Fabien H.;
- Dalagnol, Ricardo;
- Roberts, Sophia;
- Ritz, Alison L.;
- Saatchi, Sassan
Publication type:
Article
Using a deep neural network to detect methane point sources and quantify emissions from PRISMA hyperspectral satellite images.
Published in:
Atmospheric Measurement Techniques, 2023, v. 16, n. 10, p. 2627, doi. 10.5194/amt-16-2627-2023
By:
- Joyce, Peter;
- Ruiz Villena, Cristina;
- Huang, Yahui;
- Webb, Alex;
- Gloor, Manuel;
- Wagner, Fabien H.;
- Chipperfield, Martyn P.;
- Barrio Guilló, Rocío;
- Wilson, Chris;
- Boesch, Hartmut
Publication type:
Article
Extensive 21st‐Century Woody Encroachment in South America's Savanna.
Published in:
Geophysical Research Letters, 2019, v. 46, n. 12, p. 6594, doi. 10.1029/2019GL082327
By:
- Rosan, Thais M.;
- Aragão, Luiz E.O.C.;
- Wagner, Fabien H.;
- Oliveras, Imma;
- Malhi, Yadvinder;
- Phillips, Oliver L.;
- Gloor, Emanuel
Publication type:
Article
Canopy palm cover across the Brazilian Amazon forests mapped with airborne LiDAR data and deep learning.
Published in:
Remote Sensing in Ecology & Conservation, 2022, v. 8, n. 5, p. 601, doi. 10.1002/rse2.264
By:
- Dalagnol, Ricardo;
- Wagner, Fabien H.;
- Emilio, Thaise;
- Streher, Annia S.;
- Galvão, Lênio S.;
- Ometto, Jean P. H. B.;
- Aragão, Luiz E. O. C.;
- Disney, Mat;
- Boyd, Doreen
Publication type:
Article
Using the U‐net convolutional network to map forest types and disturbance in the Atlantic rainforest with very high resolution images.
Published in:
Remote Sensing in Ecology & Conservation, 2019, v. 5, n. 4, p. 360, doi. 10.1002/rse2.111
By:
- Wagner, Fabien H.;
- Sanchez, Alber;
- Tarabalka, Yuliya;
- Lotte, Rodolfo G.;
- Ferreira, Matheus P.;
- Aidar, Marcos P. M.;
- Gloor, Emanuel;
- Phillips, Oliver L.;
- Aragão, Luiz E. O. C.;
- Pettorelli, Nathalie;
- Clerici, Nicola
Publication type:
Article
Climate seasonality limits leaf carbon assimilation and wood productivity in tropical forests.
Published in:
Biogeosciences, 2016, v. 13, n. 8, p. 2537, doi. 10.5194/bg-13-2537-2016
By:
- Wagner, Fabien H.;
- Hérault, Bruno;
- Bonal, Damien;
- Stahl, Clément;
- Anderson, Liana O.;
- Baker, Timothy R.;
- Becker, Gabriel Sebastian;
- Beeckman, Hans;
- Souza, Danilo Boanerges;
- Botosso, Paulo Cesar;
- Bowman, David M. J. S.;
- Bräuning, Achim;
- Brede, Benjamin;
- Brown, Foster Irving;
- Camarero, Jesus Julio;
- Camargo, Plínio Barbosa;
- Cardoso, Fernanda C. G.;
- Carvalho, Fabrício Alvim;
- Castro, Wendeson;
- Chagas, Rubens Koloski
Publication type:
Article
The Amazon's 2023 Drought: Sentinel-1 Reveals Extreme Rio Negro River Contraction.
Published in:
Remote Sensing, 2024, v. 16, n. 6, p. 1056, doi. 10.3390/rs16061056
By:
- Wagner, Fabien H.;
- Favrichon, Samuel;
- Dalagnol, Ricardo;
- Hirye, Mayumi C. M.;
- Mullissa, Adugna;
- Saatchi, Sassan
Publication type:
Article
Mapping Tropical Forest Cover and Deforestation with Planet NICFI Satellite Images and Deep Learning in Mato Grosso State (Brazil) from 2015 to 2021.
Published in:
Remote Sensing, 2023, v. 15, n. 2, p. 521, doi. 10.3390/rs15020521
By:
- Wagner, Fabien H.;
- Dalagnol, Ricardo;
- Silva-Junior, Celso H. L.;
- Carter, Griffin;
- Ritz, Alison L.;
- Hirye, Mayumi C. M.;
- Ometto, Jean P. H. B.;
- Saatchi, Sassan
Publication type:
Article
Regional Mapping and Spatial Distribution Analysis of Canopy Palms in an Amazon Forest Using Deep Learning and VHR Images.
Published in:
Remote Sensing, 2020, v. 12, n. 14, p. 2225, doi. 10.3390/rs12142225
By:
- Wagner, Fabien H.;
- Dalagnol, Ricardo;
- Tagle Casapia, Ximena;
- Streher, Annia S.;
- Phillips, Oliver L.;
- Gloor, Emanuel;
- Aragão, Luiz E. O. C.
Publication type:
Article
U-Net-Id, an Instance Segmentation Model for Building Extraction from Satellite Images—Case Study in the Joanópolis City, Brazil.
Published in:
2020
By:
- Wagner, Fabien H.;
- Dalagnol, Ricardo;
- Tarabalka, Yuliya;
- Segantine, Tassiana Y. F.;
- Thomé, Rogério;
- Hirye, Mayumi C. M.
Publication type:
Letter
Tree Crown Delineation Algorithm Based on a Convolutional Neural Network.
Published in:
Remote Sensing, 2020, v. 12, n. 8, p. 1288, doi. 10.3390/rs12081288
By:
- G. Braga, José R.;
- Peripato, Vinícius;
- Dalagnol, Ricardo;
- P. Ferreira, Matheus;
- Tarabalka, Yuliya;
- O. C. Aragão, Luiz E.;
- F. de Campos Velho, Haroldo;
- Shiguemori, Elcio H.;
- Wagner, Fabien H.
Publication type:
Article
Quantifying Canopy Tree Loss and Gap Recovery in Tropical Forests under Low-Intensity Logging Using VHR Satellite Imagery and Airborne LiDAR.
Published in:
Remote Sensing, 2019, v. 11, n. 7, p. 817, doi. 10.3390/rs11070817
By:
- Dalagnol, Ricardo;
- Phillips, Oliver L.;
- Gloor, Emanuel;
- Galvão, Lênio S.;
- Wagner, Fabien H.;
- Locks, Charton J.;
- Aragão, Luiz E. O. C.
Publication type:
Article
Chlorophyll Fluorescence Data Reveals Climate-Related Photosynthesis Seasonality in Amazonian Forests.
Published in:
Remote Sensing, 2017, v. 9, n. 12, p. 1275, doi. 10.3390/rs9121275
By:
- Bertani, Gabriel;
- Wagner, Fabien H.;
- Anderson, Liana O.;
- Aragão, Luiz E. O. C.
Publication type:
Article
Mapping Atlantic rainforest degradation and regeneration history with indicator species using convolutional network.
Published in:
PLoS ONE, 2020, v. 15, n. 2, p. 1, doi. 10.1371/journal.pone.0229448
By:
- Wagner, Fabien H.;
- Sanchez, Alber;
- Aidar, Marcos P. M.;
- Rochelle, André L. C.;
- Tarabalka, Yuliya;
- Fonseca, Marisa G.;
- Phillips, Oliver L.;
- Gloor, Emanuel;
- Aragão, Luiz E. O. C.
Publication type:
Article
Mapping threatened canga ecosystems in the Brazilian savanna using U-Net deep learning segmentation and Sentinel-2 images: a first step toward conservation planning.
Published in:
Biota Neotropica (Edicao em Iingles), 2023, v. 23, n. 1, p. 1, doi. 10.1590/1676-0611-BN-2022-1384
By:
- Oliveira Pereira, Eric;
- Wagner, Fabien H.;
- Luciana Hiromi Yoshino Kamino;
- Fonseca do Carmo, Flávio
Publication type:
Article
Climatic and anthropogenic drivers of northern Amazon fires during the 2015-2016 El Niño event.
Published in:
Ecological Applications, 2017, v. 27, n. 8, p. 2514, doi. 10.1002/eap.1628
By:
- Fonseca, Marisa G.;
- Anderson, Liana O.;
- Arai, Egidio;
- Shimabukuro, Yosio E.;
- Xaud, Haron A. M.;
- Xaud, Maristela R.;
- Madani, Nima;
- Wagner, Fabien H.;
- Aragão, Luiz E. O. C.
Publication type:
Article
Large-scale variations in the dynamics of Amazon forest canopy gaps from airborne lidar data and opportunities for tree mortality estimates.
Published in:
Scientific Reports, 2021, v. 10, n. 1, p. 1, doi. 10.1038/s41598-020-80809-w
By:
- Dalagnol, Ricardo;
- Wagner, Fabien H.;
- Galvão, Lênio S.;
- Streher, Annia S.;
- Phillips, Oliver L.;
- Gloor, Emanuel;
- Pugh, Thomas A. M.;
- Ometto, Jean P. H. B.;
- Aragão, Luiz E. O. C.
Publication type:
Article
Thresholds for persistent leaf photochemical damage predict plant drought resilience in a tropical rainforest.
Published in:
New Phytologist, 2023, v. 239, n. 2, p. 576, doi. 10.1111/nph.18973
By:
- Fortunel, Claire;
- Stahl, Clément;
- Coste, Sabrina;
- Ziegler, Camille;
- Derroire, Géraldine;
- Levionnois, Sébastien;
- Maréchaux, Isabelle;
- Bonal, Damien;
- Hérault, Bruno;
- Wagner, Fabien H.;
- Sack, Lawren;
- Chave, Jérôme;
- Heuret, Patrick;
- Jansen, Steven;
- John, Grace;
- Scoffoni, Christine;
- Trueba, Santiago;
- Bartlett, Megan K.
Publication type:
Article
21st Century drought-related fires counteract the decline of Amazon deforestation carbon emissions.
Published in:
Nature Communications, 2018, v. 9, n. 1, p. 1, doi. 10.1038/s41467-017-02771-y
By:
- Aragão, Luiz E. O. C.;
- Anderson, Liana O.;
- Fonseca, Marisa G.;
- Rosan, Thais M.;
- Vedovato, Laura B.;
- Wagner, Fabien H.;
- Silva, Camila V. J.;
- Silva Junior, Celso H. L.;
- Arai, Egidio;
- Aguiar, Ana P.;
- Barlow, Jos;
- Berenguer, Erika;
- Deeter, Merritt N.;
- Domingues, Lucas G.;
- Gatti, Luciana;
- Gloor, Manuel;
- Malhi, Yadvinder;
- Marengo, Jose A.;
- Miller, John B.;
- Phillips, Oliver L.
Publication type:
Article
Science‐based planning can support law enforcement actions to curb deforestation in the Brazilian Amazon.
Published in:
Conservation Letters, 2022, v. 15, n. 6, p. 1, doi. 10.1111/conl.12908
By:
- Mataveli, Guilherme;
- de Oliveira, Gabriel;
- Chaves, Michel E. D.;
- Dalagnol, Ricardo;
- Wagner, Fabien H.;
- Ipia, Alber H. S.;
- Silva‐Junior, Celso H. L.;
- Aragão, Luiz E. O. C.
Publication type:
Article

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