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Ryan N. Engstrom
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2020 – today
- 2024
- [j8]Maxwell Owusu
, Arathi Nair, Amir Jafari, Dana R. Thomson, Monika Kuffer, Ryan N. Engstrom:
Towards a scalable and transferable approach to map deprived areas using Sentinel-2 images and machine learning. Comput. Environ. Urban Syst. 109: 102075 (2024) - [c12]Monika Kuffer, Ángela Abascal, Ryan N. Engstrom, Dana R. Thomson, Grant Tregonning, Adenike Shonowo, Qunshan Zhao, João Porto de Albuquerque, Peter Elias, Francis C. Onyambu, Caroline Kabaria:
IDEAMAPS: Modelling Sub-Domains of Deprivation with EO and AI. IGARSS 2024: 1562-1566 - [c11]Ryan N. Engstrom, Maxwell Owusu, Mina Hanna, Amir Jafari, Dana R. Thomson, Monika Kuffer:
Large Area Mapping of Urban Deprivation from Sentinel-2 and Google Open Buildings using Deep Learning. IGARSS 2024: 1567-1570 - 2023
- [c10]Ryan N. Engstrom, Maxwell Owusu, Arathi Nair, Amir Jafari, Dana R. Thomson, Monika Kuffer:
Evaluating the Ability to Use Contextual Features to Map Deprived Areas 'Slums' in Multiple Cities. IGARSS 2023: 3620-3623 - 2022
- [j7]Brooke Iacone, Ginger R. H. Allington
, Ryan N. Engstrom
:
A Methodology for Georeferencing and Mosaicking Corona Imagery in Semi-Arid Environments. Remote. Sens. 14(21): 5395 (2022) - 2021
- [j6]Jonathan Hersh
, Ryan N. Engstrom
, Michael L. Mann
:
Open data for algorithms: mapping poverty in Belize using open satellite derived features and machine learning. Inf. Technol. Dev. 27(2): 263-292 (2021) - [j5]Steven Chao
, Ryan N. Engstrom
, Michael L. Mann
, Adane Bedada:
Evaluating the Ability to Use Contextual Features Derived from Multi-Scale Satellite Imagery to Map Spatial Patterns of Urban Attributes and Population Distributions. Remote. Sens. 13(19): 3962 (2021) - [c9]Ryan N. Engstrom, Dana R. Thomson
, Julia Ek, Monika Kuffer:
Development of a Multi-City Deprived Area Mapping Ecosystem. IGARSS 2021: 2122-2125 - 2020
- [j4]Monika Kuffer
, Dana R. Thomson
, Gianluca Boo
, Ron Mahabir
, Taïs Grippa
, Sabine Vanhuysse
, Ryan N. Engstrom
, Robert Ndugwa
, Jack Makau, Edith Darin
, João Porto de Albuquerque
, Caroline Kabaria:
The Role of Earth Observation in an Integrated Deprived Area Mapping "System" for Low-to-Middle Income Countries. Remote. Sens. 12(6): 982 (2020)
2010 – 2019
- 2019
- [c8]Ryan N. Engstrom
, Robert Harrison, Michael L. Mann
, Amanda Fletcher:
Evaluating the Relationship Between Contextual Features Derived from Very High Spatial Resolution Imagery and Urban Attributes: A Case Study in Sri Lanka. JURSE 2019: 1-4 - [c7]Ryan N. Engstrom
, Dan Pavelesku, Tomomi Tanaka, Ayago Wambile:
Mapping Poverty and Slums Using Multiple Methodologies in Accra, Ghana. JURSE 2019: 1-4 - 2018
- [j3]Kelsey E. Nyland, Grant E. Gunn, Nikolay I. Shiklomanov
, Ryan N. Engstrom
, Dmitry A. Streletskiy
:
Land Cover Change in the Lower Yenisei River Using Dense Stacking of Landsat Imagery in Google Earth Engine. Remote. Sens. 10(8): 1226 (2018) - 2017
- [c6]Ryan N. Engstrom
, David Newhouse, Vishwesh Haldavanekar, Andrew Copenhaver, Jonathan Hersh
:
Evaluating the relationship between spatial and spectral features derived from high spatial resolution satellite data and urban poverty in Colombo, Sri Lanka. JURSE 2017: 1-4 - 2016
- [j2]Avery Sandborn
, Ryan N. Engstrom
:
Determining the Relationship Between Census Data and Spatial Features Derived From High-Resolution Imagery in Accra, Ghana. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(5): 1970-1977 (2016) - [c5]Qin Yu, Ryan N. Engstrom
, Jordan Graesser:
Contextural feature evaluation of multi-resolution imagery. IGARSS 2016: 6782-6785 - [c4]Ryan N. Engstrom
, Andrew Copenhaver, Yang Qi:
Evaluating the use of multiple imagery-derived spatial features to predict census demographic variables in Accra, Ghana. IGARSS 2016: 7318-7321 - 2015
- [c3]Ryan N. Engstrom
, Avery Sandborn, Qin Yu, Jordan Graesser:
Assessing the relationship between spatial features derived from high resolution satellite imagery and census variables in Accra, Ghana. IGARSS 2015: 2544-2547 - [c2]Ryan N. Engstrom
, Avery Sandborn, Qin Yu, Jason Burgdorfer, Douglas A. Stow, John R. Weeks, Jordan Graesser:
Mapping slums using spatial features in Accra, Ghana. JURSE 2015: 1-4 - 2011
- [j1]Marta M. Jankowska, John R. Weeks, Ryan N. Engstrom
:
Do the most vulnerable people live in the worst slums? A spatial analysis of Accra, Ghana. Ann. GIS 17(4): 221-235 (2011) - [c1]Ryan N. Engstrom
, Eric Ashcroft, Henry Jewell, David Rain:
Using remotely sensed data to map variability in health and wealth indicators in Accra, Ghana. JURSE 2011: 145-148
Coauthor Index
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