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Alby Duarte Rocha
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Year
Qualidade de vida, ponto de partida ou resultado final?
AD Rocha, I Okabe, MEA Martins, PHB Machado, TC Mello
Ciência & saúde coletiva 5, 63-81, 2000
922000
Modeling urban evapotranspiration using remote sensing, flux footprints, and artificial intelligence
S Vulova, F Meier, AD Rocha, J Quanz, H Nouri, B Kleinschmit
Science of The Total Environment 786, 147293, 2021
582021
Machine learning using hyperspectral data inaccurately predicts plant traits under spatial dependency
AD Rocha, TA Groen, AK Skidmore, R Darvishzadeh, L Willemen
Remote sensing 10 (8), 1263, 2018
342018
Estimating soil moisture content under grassland with hyperspectral data using radiative transfer modelling and machine learning
V Döpper, AD Rocha, K Berger, T Gränzig, J Verrelst, B Kleinschmit, ...
International Journal of Applied Earth Observation and Geoinformation 110 …, 2022
322022
The Naïve Overfitting Index Selection (NOIS): A new method to optimize model complexity for hyperspectral data
AD Rocha, TA Groen, AK Skidmore, R Darvishzadeh, L Willemen
ISPRS journal of photogrammetry and remote sensing 133, 61-74, 2017
312017
Spatially-explicit modelling with support of hyperspectral data can improve prediction of plant traits
AD Rocha, TA Groen, AK Skidmore
Remote sensing of environment 231, 111200, 2019
292019
Mapping evapotranspirative and radiative cooling services in an urban environment
AD Rocha, S Vulova, F Meier, M Förster, B Kleinschmit
Sustainable Cities and Society 85, 104051, 2022
282022
City-wide, high-resolution mapping of evapotranspiration to guide climate-resilient planning
S Vulova, AD Rocha, F Meier, H Nouri, C Schulz, C Soulsby, D Tetzlaff, ...
Remote Sensing of Environment 287, 113487, 2023
222023
Modelling hourly evapotranspiration in urban environments with SCOPE using open remote sensing and meteorological data
A Duarte Rocha, S Vulova, C van der Tol, M Förster, B Kleinschmit
Hydrology and Earth System Sciences 26 (4), 1111-1129, 2022
212022
Unprivileged groups are less served by green cooling services in major European urban areas
AD Rocha, S Vulova, M Förster, B Gioli, B Matthews, C Helfter, F Meier, ...
Nature Cities, 1-12, 2024
162024
Spatio-temporal feature attribution of European summer wildfires with Explainable Artificial Intelligence (XAI)
H Li, S Vulova, AD Rocha, B Kleinschmit
Science of the Total Environment 916, 170330, 2024
142024
Role of sampling design when predicting spatially dependent ecological data with remote sensing
AD Rocha, TA Groen, AK Skidmore, L Willemen
IEEE transactions on geoscience and remote sensing 59 (1), 663-674, 2020
132020
Construção e Análise de Indicadores
AD ROCHA
Serviço Social da Indústria. Departamento Regional do Estado do Paraná …, 2010
62010
Spectral-temporal traits in Sentinel-1 C-band SAR and Sentinel-2 multispectral remote sensing time series for 61 tree species in Central Europe
C Schulz, M Förster, SV Vulova, AD Rocha, B Kleinschmit
Remote Sensing of Environment 307, 114162, 2024
22024
Characterization of the growth of urban areas by means of QUICKBIRD images through object oriented segmentation
AFB Antunesa, A Duarte
Proceedings of the 4th GEOBIA, Rio de Janeiro, Brazil, 191, 2012
22012
O DESAFIO DE CARACTERIZAR OBJETOS RELEVANTES AO PLANEJAMENTO URBANO A PARTIR DE IMAGENS DE SATÉLITE DE ALTA RESOLUÇÃO
AD Rocha, AFB Antunes
RBC-Revista Brasileira de Cartografia, 2011
22011
Modeling Urban Evapotranspiration with Sentinel-2, Open Geodata, and Machine Learning in Summertime
S Vulova, AD Rocha, F Meier, H Nouri, C Schulz, B Kleinschmit
IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium …, 2022
12022
Using multispectral and thermal UAV data to infer the influence of contrasting urban green space on evapotranspiration and heat fluxes
P Jordan, B Kleinschmit, A Duarte Rocha, T Graenzig, S Vulova
EGU General Assembly Conference Abstracts, EGU22-8129, 2022
12022
Quality of life, starting point or final result?
AD Rocha, I Okabe, MEA Martins, PHB Machado, TC de Mello
Ciência & Saúde Coletiva 5 (1), 63, 2000
12000
Virtual joint field campaign: a framework of synthetic landscapes to assess multiscale measurement methods of water storage
T Francke, C Brogi, A Duarte Rocha, M Förster, M Heistermann, M Köhli, ...
Geoscientific Model Development Discussions 2024, 1-35, 2024
2024
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