Prairie Pothole Management Support Tool: A web application for evaluating prairie pothole flood risk
Abstract The Prairie Pothole Management Support Tool (PPMST) is an open‐source, accessible web application that provides educational and informational evaluations of the flood risk of individual farmed prairie potholes within the Des Moines Lobe (DML) of Iowa. The PPMST provides a comparative numeri...
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ftdoajarticles:oai:doaj.org/article:1fcfd140fa7f422ab7bfee2871505d9c 2023-05-15T16:01:49+02:00 Prairie Pothole Management Support Tool: A web application for evaluating prairie pothole flood risk Brady A. Nahkala Amy L. Kaleita Michelle L. Soupir Andy VanLoocke 2022-01-01T00:00:00Z https://doi.org/10.1002/agg2.20280 https://doaj.org/article/1fcfd140fa7f422ab7bfee2871505d9c EN eng Wiley https://doi.org/10.1002/agg2.20280 https://doaj.org/toc/2639-6696 2639-6696 doi:10.1002/agg2.20280 https://doaj.org/article/1fcfd140fa7f422ab7bfee2871505d9c Agrosystems, Geosciences & Environment, Vol 5, Iss 2, Pp n/a-n/a (2022) Agriculture S Environmental sciences GE1-350 article 2022 ftdoajarticles https://doi.org/10.1002/agg2.20280 2022-12-31T01:58:30Z Abstract The Prairie Pothole Management Support Tool (PPMST) is an open‐source, accessible web application that provides educational and informational evaluations of the flood risk of individual farmed prairie potholes within the Des Moines Lobe (DML) of Iowa. The PPMST provides a comparative numeric assessment of pothole flood risk, predicted from a random forest machine learning model, based on simple field characteristics. The PPMST allows landowners or extension specialists and consultants to assess a range of tillage and artificial drainage options and can compare traditional corn (Zea mays L.)–soybean [Glycine max (L.) Merr.] rotations with perennial planting. The PPMST will be useful for conservation planning and precision agriculture by helping identify and prioritize these marginal land areas for continued farming or conservation. Article in Journal/Newspaper DML Directory of Open Access Journals: DOAJ Articles Agrosystems, Geosciences & Environment 5 2 |
institution |
Open Polar |
collection |
Directory of Open Access Journals: DOAJ Articles |
op_collection_id |
ftdoajarticles |
language |
English |
topic |
Agriculture S Environmental sciences GE1-350 |
spellingShingle |
Agriculture S Environmental sciences GE1-350 Brady A. Nahkala Amy L. Kaleita Michelle L. Soupir Andy VanLoocke Prairie Pothole Management Support Tool: A web application for evaluating prairie pothole flood risk |
topic_facet |
Agriculture S Environmental sciences GE1-350 |
description |
Abstract The Prairie Pothole Management Support Tool (PPMST) is an open‐source, accessible web application that provides educational and informational evaluations of the flood risk of individual farmed prairie potholes within the Des Moines Lobe (DML) of Iowa. The PPMST provides a comparative numeric assessment of pothole flood risk, predicted from a random forest machine learning model, based on simple field characteristics. The PPMST allows landowners or extension specialists and consultants to assess a range of tillage and artificial drainage options and can compare traditional corn (Zea mays L.)–soybean [Glycine max (L.) Merr.] rotations with perennial planting. The PPMST will be useful for conservation planning and precision agriculture by helping identify and prioritize these marginal land areas for continued farming or conservation. |
format |
Article in Journal/Newspaper |
author |
Brady A. Nahkala Amy L. Kaleita Michelle L. Soupir Andy VanLoocke |
author_facet |
Brady A. Nahkala Amy L. Kaleita Michelle L. Soupir Andy VanLoocke |
author_sort |
Brady A. Nahkala |
title |
Prairie Pothole Management Support Tool: A web application for evaluating prairie pothole flood risk |
title_short |
Prairie Pothole Management Support Tool: A web application for evaluating prairie pothole flood risk |
title_full |
Prairie Pothole Management Support Tool: A web application for evaluating prairie pothole flood risk |
title_fullStr |
Prairie Pothole Management Support Tool: A web application for evaluating prairie pothole flood risk |
title_full_unstemmed |
Prairie Pothole Management Support Tool: A web application for evaluating prairie pothole flood risk |
title_sort |
prairie pothole management support tool: a web application for evaluating prairie pothole flood risk |
publisher |
Wiley |
publishDate |
2022 |
url |
https://doi.org/10.1002/agg2.20280 https://doaj.org/article/1fcfd140fa7f422ab7bfee2871505d9c |
genre |
DML |
genre_facet |
DML |
op_source |
Agrosystems, Geosciences & Environment, Vol 5, Iss 2, Pp n/a-n/a (2022) |
op_relation |
https://doi.org/10.1002/agg2.20280 https://doaj.org/toc/2639-6696 2639-6696 doi:10.1002/agg2.20280 https://doaj.org/article/1fcfd140fa7f422ab7bfee2871505d9c |
op_doi |
https://doi.org/10.1002/agg2.20280 |
container_title |
Agrosystems, Geosciences & Environment |
container_volume |
5 |
container_issue |
2 |
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1766397533057187840 |