Amaury Gutiérrez
Applied Mathematician in the way to become a remote senser.
Stevens Institute of Technology
Amaury Gutiérrez
Disasters
“. . . a situation in which the population of one or more State entities suffers several damages from the impact of a natural or man–made disaster calamity, resulting in loss of life, infrastructure or environment, in a way that disrupts the social structure and disturbs the essential activities of society, affecting livelihoods.”
Natural Disasters
- Floods
- Drought
- Cyclones
- Landslides
- Earthquakes
- Volcanic eruptions
Conflicts
- Refugee and internal displaced person mapping
- Conflict damage assessment
- World Heritage Sites
Earthquakes
- Unpredictable
- High Impact
- Costly and Slow Damage Assessment
Damage Assesment
- Collapsed Buildings
Haiti Port-au-Prince
Problems
- Resource Allocation
- Quantify Economic Impact
- Decision Making
- Fast Response
Satellite Imagery
Multiespectral
- Blue, 450-515..520 nm
- Green, 515..520-590..600 nm
- Red, 600..630-680..690 nm
- Near infrared, 750-900 nm
- Mid-infrared, 1550-1750 nm
- Far-infrared, 2080-2350 nm
- Thermal infrared, 10400-12500 nm
Multiespectral
Change Detection
Change Detection
Change Detection
Landcover Classification
Landcover Classification
Drone Imagery
Building Detection
Building Detection
Building Detection
Deep Convolutional Neural Networks
Online Tools
Public Data Mexico
Ramo 23 (years 2014, 2015)
- id
- clave_presupuestaria
- fondo
- fondo_short
- fondo_id
- nombre_entidad
- nombre_municipio
- proyecto
- clave_entidad
- clave_municipio
- monto
- ciclo
- clave_localidad
- nombre_localidad
References
Maria Vakalopoulou, Konstantinos Karantzalos, Nikos Komodakis, Nikos Paragios. Building detection in very high resolution multispectral data with deep learning features. Geoscience and Remote Sensing Symposium (IGARSS), 2015 IEEE International, Jul 2015, Milan, Italy. pp.1873-1876, 2015
Canty M. J. 2010. Image Analysis, Classification and Change Detection in Remote
Sensing, With Algorithms for ENVI/IDL, Second edition. Taylor & Francis, CRC Press.
https://arset.gsfc.nasa.gov/sites/default/files/disasters/GDACS/GDACS%20Satellite%20Mapping%20Coordination%20System.pdf
http://www.hacienda.gob.mx/EGRESOS/PEF/ppef/ppef_09/temas/expo_motivos/23rg.pdf
deck
By Amaury Gutiérrez
