Satellite mapping of air temperature under polar night conditions

A novel satellite technique for air temperature mapping with a spatial resolution of ~100 m was proposed for the town of Apatity, the Kola Peninsula (Russia), taken as a case study. The main idea behind this novel technique is to find the statistical relationships between the land surface temperatur...

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Main Authors: Kritsuk Sergei (11955279), Victor Gornyy (11955282), Tatiana Davidan (11955285), Iscander Latypov (11955288), Alexandra Manvelova (11955291), Pavel Konstantinov (9102133), Andrei Tronin (11955294), Mikhail Varentsov (11754875), Mikhail Vasiliev (11955297)
Format: Other Non-Article Part of Journal/Newspaper
Language:unknown
Published: 2022
Subjects:
Online Access:https://doi.org/10.6084/m9.figshare.18544551.v1
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spelling ftsmithonian:oai:figshare.com:article/18544551 2023-05-15T14:56:53+02:00 Satellite mapping of air temperature under polar night conditions Kritsuk Sergei (11955279) Victor Gornyy (11955282) Tatiana Davidan (11955285) Iscander Latypov (11955288) Alexandra Manvelova (11955291) Pavel Konstantinov (9102133) Andrei Tronin (11955294) Mikhail Varentsov (11754875) Mikhail Vasiliev (11955297) 2022-01-17T13:00:03Z https://doi.org/10.6084/m9.figshare.18544551.v1 unknown https://figshare.com/articles/journal_contribution/Satellite_mapping_of_air_temperature_under_polar_night_conditions/18544551 doi:10.6084/m9.figshare.18544551.v1 CC BY 4.0 CC-BY Medicine Ecology Sociology Environmental Sciences not elsewhere classified Physical Sciences not elsewhere classified Polar night town of Apatity air temperature satellite images time series regression mapping bioclimatic comfort Text Journal contribution 2022 ftsmithonian https://doi.org/10.6084/m9.figshare.18544551.v1 2022-01-21T13:03:36Z A novel satellite technique for air temperature mapping with a spatial resolution of ~100 m was proposed for the town of Apatity, the Kola Peninsula (Russia), taken as a case study. The main idea behind this novel technique is to find the statistical relationships between the land surface temperatures in each point of the study area, observed by multiple infrared thermal satellite imagery, and the time series of air temperatures recorded by World Meteorological Organization (WMO) weather station. Fourteen scenes of infrared thermal spectral band of the Landsat satellites for the period 2014–2019 were used, as well as the long-term time series of air temperature from the weather station and the results of air temperature observations carried out by the network of loggers. For calm weather conditions, according to the ground truth, the error of air temperature mapping was σ = 1.5°C, and the precision was estimated as δ = 1.0°C. An analysis of the compiled air temperature map showed that, under polar night conditions, the air temperature on the hilltops was by 10–18°C higher than in the lowlands. It was concluded that, for economic reasons, as well as for the reasons of population health protection in the Arctic, it would be advisable to plan the placement of new cities on the hills. Each of these new areas should be designed in a “semi-isolated” manner in order to minimize the time needed by the local people for crossing the lowlands between the nearby districts. A characteristic feature of modern megalopolises is their internal structure formed by the growing primary settlements that can be considered as nuclei interlinked by transportation routes. Thus, the new Arctic cities can be called “Arctic megalopolises” because of their internal structure that is specific to megalopolises. Other Non-Article Part of Journal/Newspaper Arctic kola peninsula polar night Unknown Arctic Kola Peninsula Apatity ENVELOPE(33.403,33.403,67.564,67.564)
institution Open Polar
collection Unknown
op_collection_id ftsmithonian
language unknown
topic Medicine
Ecology
Sociology
Environmental Sciences not elsewhere classified
Physical Sciences not elsewhere classified
Polar night
town of Apatity
air temperature
satellite images
time series
regression
mapping
bioclimatic comfort
spellingShingle Medicine
Ecology
Sociology
Environmental Sciences not elsewhere classified
Physical Sciences not elsewhere classified
Polar night
town of Apatity
air temperature
satellite images
time series
regression
mapping
bioclimatic comfort
Kritsuk Sergei (11955279)
Victor Gornyy (11955282)
Tatiana Davidan (11955285)
Iscander Latypov (11955288)
Alexandra Manvelova (11955291)
Pavel Konstantinov (9102133)
Andrei Tronin (11955294)
Mikhail Varentsov (11754875)
Mikhail Vasiliev (11955297)
Satellite mapping of air temperature under polar night conditions
topic_facet Medicine
Ecology
Sociology
Environmental Sciences not elsewhere classified
Physical Sciences not elsewhere classified
Polar night
town of Apatity
air temperature
satellite images
time series
regression
mapping
bioclimatic comfort
description A novel satellite technique for air temperature mapping with a spatial resolution of ~100 m was proposed for the town of Apatity, the Kola Peninsula (Russia), taken as a case study. The main idea behind this novel technique is to find the statistical relationships between the land surface temperatures in each point of the study area, observed by multiple infrared thermal satellite imagery, and the time series of air temperatures recorded by World Meteorological Organization (WMO) weather station. Fourteen scenes of infrared thermal spectral band of the Landsat satellites for the period 2014–2019 were used, as well as the long-term time series of air temperature from the weather station and the results of air temperature observations carried out by the network of loggers. For calm weather conditions, according to the ground truth, the error of air temperature mapping was σ = 1.5°C, and the precision was estimated as δ = 1.0°C. An analysis of the compiled air temperature map showed that, under polar night conditions, the air temperature on the hilltops was by 10–18°C higher than in the lowlands. It was concluded that, for economic reasons, as well as for the reasons of population health protection in the Arctic, it would be advisable to plan the placement of new cities on the hills. Each of these new areas should be designed in a “semi-isolated” manner in order to minimize the time needed by the local people for crossing the lowlands between the nearby districts. A characteristic feature of modern megalopolises is their internal structure formed by the growing primary settlements that can be considered as nuclei interlinked by transportation routes. Thus, the new Arctic cities can be called “Arctic megalopolises” because of their internal structure that is specific to megalopolises.
format Other Non-Article Part of Journal/Newspaper
author Kritsuk Sergei (11955279)
Victor Gornyy (11955282)
Tatiana Davidan (11955285)
Iscander Latypov (11955288)
Alexandra Manvelova (11955291)
Pavel Konstantinov (9102133)
Andrei Tronin (11955294)
Mikhail Varentsov (11754875)
Mikhail Vasiliev (11955297)
author_facet Kritsuk Sergei (11955279)
Victor Gornyy (11955282)
Tatiana Davidan (11955285)
Iscander Latypov (11955288)
Alexandra Manvelova (11955291)
Pavel Konstantinov (9102133)
Andrei Tronin (11955294)
Mikhail Varentsov (11754875)
Mikhail Vasiliev (11955297)
author_sort Kritsuk Sergei (11955279)
title Satellite mapping of air temperature under polar night conditions
title_short Satellite mapping of air temperature under polar night conditions
title_full Satellite mapping of air temperature under polar night conditions
title_fullStr Satellite mapping of air temperature under polar night conditions
title_full_unstemmed Satellite mapping of air temperature under polar night conditions
title_sort satellite mapping of air temperature under polar night conditions
publishDate 2022
url https://doi.org/10.6084/m9.figshare.18544551.v1
long_lat ENVELOPE(33.403,33.403,67.564,67.564)
geographic Arctic
Kola Peninsula
Apatity
geographic_facet Arctic
Kola Peninsula
Apatity
genre Arctic
kola peninsula
polar night
genre_facet Arctic
kola peninsula
polar night
op_relation https://figshare.com/articles/journal_contribution/Satellite_mapping_of_air_temperature_under_polar_night_conditions/18544551
doi:10.6084/m9.figshare.18544551.v1
op_rights CC BY 4.0
op_rightsnorm CC-BY
op_doi https://doi.org/10.6084/m9.figshare.18544551.v1
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