Study of the inter-annual food web dynamics in the Kuparuk River with a first-order approximation inverse model

We used a long-term observation data set (12 years) of fish, insect and primary producer standing stocks in both reference and phosphate-fertilized reaches of the Kuparuk River located on the north slope of Alaska, USA to test a recently developed first-order approximation model. The model employs a...

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Main Authors: Wan, Zhenwen, Vallino, Joseph J., Peterson, Bruce J.
Format: Article in Journal/Newspaper
Language:unknown
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S0304380007004310
id ftrepec:oai:RePEc:eee:ecomod:v:211:y:2008:i:1:p:97-112
record_format openpolar
spelling ftrepec:oai:RePEc:eee:ecomod:v:211:y:2008:i:1:p:97-112 2024-04-14T08:05:52+00:00 Study of the inter-annual food web dynamics in the Kuparuk River with a first-order approximation inverse model Wan, Zhenwen Vallino, Joseph J. Peterson, Bruce J. http://www.sciencedirect.com/science/article/pii/S0304380007004310 unknown http://www.sciencedirect.com/science/article/pii/S0304380007004310 article ftrepec 2024-03-19T10:30:03Z We used a long-term observation data set (12 years) of fish, insect and primary producer standing stocks in both reference and phosphate-fertilized reaches of the Kuparuk River located on the north slope of Alaska, USA to test a recently developed first-order approximation model. The model employs a flow analysis-type approach, but uses first-order approximations between annual mean compartment stocks and environmental drivers of temperature, discharge and solar radiation. Consequently, the model is more robust and requires fewer observations than standard process-oriented models, and can utilize observations that are difficult to incorporate into process models. Unlike standard inverse models, we show that our model is capable of prediction provided sufficient data are available for model calibration and environmental drivers are known. The results show that the inter-annual variations of several components in the Kuparuk River ecosystem, including dissolve inorganic phosphate, chironomids, black flies and Arctic grayling, can be accurately approximated as a linear function of temperature, discharge and solar radiation. In particular, the model indicates that changes in river habitat brought about by proliferation of the moss Hygrohypnum spp. in the P-fertilized reach caused a temporary shift in flow paths supporting Arctic grayling from primary producers to detrital-based pathways. However, after moss establishment, primary producer flow paths to Arctic grayling returned and detrital-based pathways weakened. Inverse model; Ecosystem modeling; River ecosystem; Article in Journal/Newspaper Arctic grayling Arctic north slope Alaska RePEc (Research Papers in Economics) Arctic
institution Open Polar
collection RePEc (Research Papers in Economics)
op_collection_id ftrepec
language unknown
description We used a long-term observation data set (12 years) of fish, insect and primary producer standing stocks in both reference and phosphate-fertilized reaches of the Kuparuk River located on the north slope of Alaska, USA to test a recently developed first-order approximation model. The model employs a flow analysis-type approach, but uses first-order approximations between annual mean compartment stocks and environmental drivers of temperature, discharge and solar radiation. Consequently, the model is more robust and requires fewer observations than standard process-oriented models, and can utilize observations that are difficult to incorporate into process models. Unlike standard inverse models, we show that our model is capable of prediction provided sufficient data are available for model calibration and environmental drivers are known. The results show that the inter-annual variations of several components in the Kuparuk River ecosystem, including dissolve inorganic phosphate, chironomids, black flies and Arctic grayling, can be accurately approximated as a linear function of temperature, discharge and solar radiation. In particular, the model indicates that changes in river habitat brought about by proliferation of the moss Hygrohypnum spp. in the P-fertilized reach caused a temporary shift in flow paths supporting Arctic grayling from primary producers to detrital-based pathways. However, after moss establishment, primary producer flow paths to Arctic grayling returned and detrital-based pathways weakened. Inverse model; Ecosystem modeling; River ecosystem;
format Article in Journal/Newspaper
author Wan, Zhenwen
Vallino, Joseph J.
Peterson, Bruce J.
spellingShingle Wan, Zhenwen
Vallino, Joseph J.
Peterson, Bruce J.
Study of the inter-annual food web dynamics in the Kuparuk River with a first-order approximation inverse model
author_facet Wan, Zhenwen
Vallino, Joseph J.
Peterson, Bruce J.
author_sort Wan, Zhenwen
title Study of the inter-annual food web dynamics in the Kuparuk River with a first-order approximation inverse model
title_short Study of the inter-annual food web dynamics in the Kuparuk River with a first-order approximation inverse model
title_full Study of the inter-annual food web dynamics in the Kuparuk River with a first-order approximation inverse model
title_fullStr Study of the inter-annual food web dynamics in the Kuparuk River with a first-order approximation inverse model
title_full_unstemmed Study of the inter-annual food web dynamics in the Kuparuk River with a first-order approximation inverse model
title_sort study of the inter-annual food web dynamics in the kuparuk river with a first-order approximation inverse model
url http://www.sciencedirect.com/science/article/pii/S0304380007004310
geographic Arctic
geographic_facet Arctic
genre Arctic grayling
Arctic
north slope
Alaska
genre_facet Arctic grayling
Arctic
north slope
Alaska
op_relation http://www.sciencedirect.com/science/article/pii/S0304380007004310
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