Stefan Leyk
Overview
Explore the profile of Stefan Leyk including associated specialties, affiliations and a list of published articles.
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39
Citations
295
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Recent Articles
1.
Balch J, Iglesias V, Mahood A, Cook M, Amaral C, DeCastro A, et al.
Science
. 2024 Oct;
386(6720):425-431.
PMID: 39446944
The most destructive and deadly wildfires in US history were also fast. Using satellite data, we analyzed the daily growth rates of more than 60,000 fires from 2001 to 2020...
2.
Ahn Y, Leyk S, Uhl J, McShane C
Sci Data
. 2024 Mar;
11(1):275.
PMID: 38453937
Understanding changes in the built environment is vital for sustainable urban development and disaster preparedness. Recent years have seen the emergence of a variety of global, continent-level, and nation-wide datasets...
3.
Uhl J, Leyk S
Int J Appl Earth Obs Geoinf
. 2023 Nov;
123.
PMID: 37975073
Geospatial datasets derived from remote sensing data by means of machine learning methods are often based on probabilistic outputs of abstract nature, which are difficult to translate into interpretable measures....
4.
Balk D, Leyk S, Montgomery M, Engin H
Remote Sens (Basel)
. 2023 Jul;
13(24).
PMID: 37425228
By 2050, two-thirds of the world's population is expected to be living in cities and towns, a marked increase from today's level of 55 percent. If the general trend is...
5.
Uhl J, Hunter L, Leyk S, Connor D, Nieves J, Hester C, et al.
Landsc Urban Plan
. 2023 Jul;
236.
PMID: 37396149
No abstract available.
6.
Uhl J, Leyk S
GIsci Remote Sens
. 2023 Jan;
59(1):1722-1748.
PMID: 36593994
It is common knowledge that the level of landscape heterogeneity may affect the performance of remote sensing based land use / land cover classification. While this issue has been studied...
7.
Hierink F, Boo G, Macharia P, Ouma P, Timoner P, Levy M, et al.
Commun Med (Lond)
. 2022 Sep;
2:117.
PMID: 36124060
Background: Access to healthcare is imperative to health equity and well-being. Geographic access to healthcare can be modeled using spatial datasets on local context, together with the distribution of existing...
8.
9.
Mc Shane C, Uhl J, Leyk S
Sci Data
. 2022 Aug;
9(1):493.
PMID: 35963932
Multiple aspects of our society are reflected in how we have transformed land through time. However, limited availability of historical-spatial data at fine granularity have hindered our ability to advance...
10.
Braswell A, Leyk S, Connor D, Uhl J
PLoS One
. 2022 Aug;
17(8):e0269741.
PMID: 35921258
Current estimates of U.S. property at risk of coastal hazards and sea level rise (SLR) are staggering-evaluated at over a trillion U.S. dollars. Despite being enormous in the aggregate, potential...