Modeling Surface Photosynthetic Active Radiation in Taylor Valley, McMurdo Dry Valleys, Antarctica
Primary Productivity within ecosystems is a core research area of the National Science Foundation’s Long-Term Ecological Research Network. This study presents T-sPAR, a computer model that estimates total daily surface Photosynthetically Active Radiation (PAR) for Taylor Valley, located in the McMur...
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ftuillchicagofig:oai:figshare.com:article/10889285 2023-05-15T13:36:58+02:00 Modeling Surface Photosynthetic Active Radiation in Taylor Valley, McMurdo Dry Valleys, Antarctica Dimitri R. Acosta 2016-10-18T00:00:00Z http://hdl.handle.net/10027/21180 https://figshare.com/articles/thesis/Modeling_Surface_Photosynthetic_Active_Radiation_in_Taylor_Valley_McMurdo_Dry_Valleys_Antarctica/10889285 unknown http://hdl.handle.net/10027/21180 https://figshare.com/articles/thesis/Modeling_Surface_Photosynthetic_Active_Radiation_in_Taylor_Valley_McMurdo_Dry_Valleys_Antarctica/10889285 In Copyright Uncategorized ice-covered lakes geographical information system (GIS) R model meteorological data digital elevation model (DEM) Text Thesis 2016 ftuillchicagofig 2022-11-19T07:09:53Z Primary Productivity within ecosystems is a core research area of the National Science Foundation’s Long-Term Ecological Research Network. This study presents T-sPAR, a computer model that estimates total daily surface Photosynthetically Active Radiation (PAR) for Taylor Valley, located in the McMurdo Dry Valleys of Antarctica. T-sPAR incorporates 20 years of meteorological records from four stations to constrain a topographically corrected surface radiation model. A locally weighted regression model that included 84% of all daily maximum observations was used to determine expected total daily PAR under cloudless conditions for each station. A simple cloud cover model that examines the difference between total daily measured and expected PAR was used to bin atmospheric conditions into four categories: clear, scattered, broken and overcast. The cloud cover model shows a positive correlation between proximity to the ocean and seasonal overcast conditions. Meteorological data indicates a positive correlation between total annual surface PAR and valley width. T-sPAR estimates indicate that north facing slopes receive the highest amount of annual surface PAR while south facing slopes receive the least. Lake surface estimates suggest Lake Fryxell receives the most seasonal surface PAR and has the narrowest range in values across its surface. Lake Bonney has the widest range in annual values across its surface, and Lake Hoare receives the least total amount of surface PAR due to consistent topographic shading. Bi-monthly surface PAR maps created with T-sPAR show the distribution of surface PAR at time step intervals that can be used in the field to identify future sample sites. Finally, a user interface provides tailored estimates for any day in the record, correcting for atmospheric conditions based on user input. Thesis Antarc* Antarctica McMurdo Dry Valleys Indigo - University of Illinois at Chicago Bonney ENVELOPE(162.417,162.417,-77.717,-77.717) Fryxell ENVELOPE(163.183,163.183,-77.617,-77.617) Hoare ENVELOPE(162.850,162.850,-77.633,-77.633) Lake Bonney ENVELOPE(-25.588,-25.588,-80.361,-80.361) Lake Fryxell ENVELOPE(163.183,163.183,-77.617,-77.617) Lake Hoare ENVELOPE(162.850,162.850,-77.633,-77.633) McMurdo Dry Valleys Taylor Valley ENVELOPE(163.000,163.000,-77.617,-77.617) |
institution |
Open Polar |
collection |
Indigo - University of Illinois at Chicago |
op_collection_id |
ftuillchicagofig |
language |
unknown |
topic |
Uncategorized ice-covered lakes geographical information system (GIS) R model meteorological data digital elevation model (DEM) |
spellingShingle |
Uncategorized ice-covered lakes geographical information system (GIS) R model meteorological data digital elevation model (DEM) Dimitri R. Acosta Modeling Surface Photosynthetic Active Radiation in Taylor Valley, McMurdo Dry Valleys, Antarctica |
topic_facet |
Uncategorized ice-covered lakes geographical information system (GIS) R model meteorological data digital elevation model (DEM) |
description |
Primary Productivity within ecosystems is a core research area of the National Science Foundation’s Long-Term Ecological Research Network. This study presents T-sPAR, a computer model that estimates total daily surface Photosynthetically Active Radiation (PAR) for Taylor Valley, located in the McMurdo Dry Valleys of Antarctica. T-sPAR incorporates 20 years of meteorological records from four stations to constrain a topographically corrected surface radiation model. A locally weighted regression model that included 84% of all daily maximum observations was used to determine expected total daily PAR under cloudless conditions for each station. A simple cloud cover model that examines the difference between total daily measured and expected PAR was used to bin atmospheric conditions into four categories: clear, scattered, broken and overcast. The cloud cover model shows a positive correlation between proximity to the ocean and seasonal overcast conditions. Meteorological data indicates a positive correlation between total annual surface PAR and valley width. T-sPAR estimates indicate that north facing slopes receive the highest amount of annual surface PAR while south facing slopes receive the least. Lake surface estimates suggest Lake Fryxell receives the most seasonal surface PAR and has the narrowest range in values across its surface. Lake Bonney has the widest range in annual values across its surface, and Lake Hoare receives the least total amount of surface PAR due to consistent topographic shading. Bi-monthly surface PAR maps created with T-sPAR show the distribution of surface PAR at time step intervals that can be used in the field to identify future sample sites. Finally, a user interface provides tailored estimates for any day in the record, correcting for atmospheric conditions based on user input. |
format |
Thesis |
author |
Dimitri R. Acosta |
author_facet |
Dimitri R. Acosta |
author_sort |
Dimitri R. Acosta |
title |
Modeling Surface Photosynthetic Active Radiation in Taylor Valley, McMurdo Dry Valleys, Antarctica |
title_short |
Modeling Surface Photosynthetic Active Radiation in Taylor Valley, McMurdo Dry Valleys, Antarctica |
title_full |
Modeling Surface Photosynthetic Active Radiation in Taylor Valley, McMurdo Dry Valleys, Antarctica |
title_fullStr |
Modeling Surface Photosynthetic Active Radiation in Taylor Valley, McMurdo Dry Valleys, Antarctica |
title_full_unstemmed |
Modeling Surface Photosynthetic Active Radiation in Taylor Valley, McMurdo Dry Valleys, Antarctica |
title_sort |
modeling surface photosynthetic active radiation in taylor valley, mcmurdo dry valleys, antarctica |
publishDate |
2016 |
url |
http://hdl.handle.net/10027/21180 https://figshare.com/articles/thesis/Modeling_Surface_Photosynthetic_Active_Radiation_in_Taylor_Valley_McMurdo_Dry_Valleys_Antarctica/10889285 |
long_lat |
ENVELOPE(162.417,162.417,-77.717,-77.717) ENVELOPE(163.183,163.183,-77.617,-77.617) ENVELOPE(162.850,162.850,-77.633,-77.633) ENVELOPE(-25.588,-25.588,-80.361,-80.361) ENVELOPE(163.183,163.183,-77.617,-77.617) ENVELOPE(162.850,162.850,-77.633,-77.633) ENVELOPE(163.000,163.000,-77.617,-77.617) |
geographic |
Bonney Fryxell Hoare Lake Bonney Lake Fryxell Lake Hoare McMurdo Dry Valleys Taylor Valley |
geographic_facet |
Bonney Fryxell Hoare Lake Bonney Lake Fryxell Lake Hoare McMurdo Dry Valleys Taylor Valley |
genre |
Antarc* Antarctica McMurdo Dry Valleys |
genre_facet |
Antarc* Antarctica McMurdo Dry Valleys |
op_relation |
http://hdl.handle.net/10027/21180 https://figshare.com/articles/thesis/Modeling_Surface_Photosynthetic_Active_Radiation_in_Taylor_Valley_McMurdo_Dry_Valleys_Antarctica/10889285 |
op_rights |
In Copyright |
_version_ |
1766086354228215808 |