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Title:
Evaluating relative heat stress in the Natura 2000 site Kras under different climate change scenarios : a case study utilizing multiscale geographically weighted regression
Authors:
ID
Davidović, Danijel
(
Author
)
ID
Ivajnšič, Danijel
(
Author
)
Files:
RAZ_Davidovic_Danijel_2024.pdf
(3,42 MB)
MD5: 2683215D0D1B0EEC889A13006710F551
https://doi.org/10.18690/rg.19.1.4442
Language:
English
Work type:
Scientific work
Typology:
1.01 - Original Scientific Article
Organization:
FF - Faculty of Arts
UZUM - University of Maribor Press
Abstract:
The study evaluates relative heat stress in the Natura 2000 site Kras under various climate change scenarios using Multiscale Geographically Weighted Regression (MGWR). Optical and thermal satellite imagery and five future air temperature scenarios were utilized to downscale thermal conditions and evaluate relative heat stress. Results indicate significant spatiotemporal variability in LST, with the southeastern region being particularly susceptible to elevated heat stress. Projections show an overall increase in heat stress due to climate change. The study emphasizes the need for spatially explicit analyses and adaptive strategies to mitigate heat stress impacts on ecosystems and human populations.
Keywords:
land surface temperature
,
remote sensing
,
spatial modelling
,
MGWR
,
NDVI
Publication status:
Published
Publication version:
Version of Record
Article acceptance date:
30.06.2024
Publication date:
30.06.2024
Publisher:
Univerzitetna založba Univerze v Mariboru
Year of publishing:
2024
Number of pages:
str. 27-50
Numbering:
19, [št.] 1
PID:
20.500.12556/DKUM-96629
UDC:
911:551.58:004
ISSN on article:
1854-665X
COBISS.SI-ID:
222440195
DOI:
10.18690/rg.19.1.4442
Publication date in DKUM:
21.01.2026
Views:
166
Downloads:
6
Metadata:
Categories:
Misc.
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Record is a part of a journal
Title:
Revija za geografijo
Publisher:
Univerza v Mariboru, Filozofska fakulteta, Univerza v Mariboru, Filozofska fakulteta, Univerzitetna založba Univerze v Mariboru
ISSN:
1854-665X
COBISS.SI-ID:
229718016
Licences
License:
CC BY 4.0, Creative Commons Attribution 4.0 International
Link:
http://creativecommons.org/licenses/by/4.0/
Description:
This is the standard Creative Commons license that gives others maximum freedom to do what they want with the work as long as they credit the author.
Licensing start date:
30.06.2024
Secondary language
Language:
Slovenian
Title:
Ocena relativne toplotne obremenitve Natura 2000 območja Kras pod različnimi scenariji podnebnih sprememb : primer uporabe geografsko obtežene regresije
Abstract:
V raziskavi ocenjujemo relativno toplotno obremenitev Natura 2000 območja Kras v različnih scenarijih podnebnih sprememb z uporabo geografsko obtežene regresije (MGWR). Oceno smo oblikovali na podlagi optičnih in termičnih satelitskih podob ter petih napovedi potencialne povprečne temperature zraka, pri čemer smo prostorsko ločljivost slednjih izboljšali z metodo MGWR. Rezultati kažejo značilno prostorsko-časovno variabilnost v LST z večjo toplotno obremenitvijo na jugovzhodu. V splošnem projekcije kažejo povečanje toplotne obremenitve zaradi podnebnih sprememb. Raziskava izpostavlja pomen prostorsko eksplicitnih analiz in prilagodljivih strategij za blaženje vplivov toplotnih obremenitev ekosistemov in prebivalstva.
Keywords:
daljinsko zaznavanje
,
prostorsko modeliranje
,
temperatura površja
,
MGWR
,
NDVI
Collection
This document is a part of these collections:
Revija za geografijo
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