The data set represents data collected during the pilot study. This dataset is associated with the following publication: Lytle, D., D. Williams, C. Muhlen, E. Riddick, and M. Pham. The Removal of Ammonia, Arsenic, Iron and Manganese by Biological Treatment from a Small Iowa Drinking Water System. Environmental Science: Water Research & Technology. Royal Society of Chemistry, Cambridge, UK, 6(11): 3142-3156, (2020).

Water quality and microbial community data from pilot-scale biologically active aerated contactors and filters treating groundwater for drinking water. This dataset is associated with the following publication: Keithley, A., V. Gomez-Alvarez, D. Williams, H. Ryu, and D. Lytle. Depth profiles of biological aerated contactors: Characterizing microbial activity treating reduced contaminants. Journal of Water Process Engineering. Elsevier B.V., Amsterdam, NETHERLANDS, 56: 104360, (2023).

This data package was created 2025-03-25 07:54:10 by NPSTORET and includes selected project, location, and result data. Data contained in the Greater Yellowstone Network NPSTORET back-end file (GRYN_NPSTORET_BE_20250314.ACCDB) were filtered to include: Organization: - GRYN: Greater Yellowstone Network Project: - BICAWQ01: Bighorn Canyon NRA - GRYN Water Quality Monitoring - GRTEWQ01: Grand Teton National Park - GRYN Water Quality Monitoring - YELLWQ01: Yellowstone National Park - GRYN Water Quality Monitoring Station: - BICA_BHR1: Bighorn River near St. Xavier - BICA_BHR2: Bighorn River at Kane - BICA_LCKHOSSPR1: Lockhart Springhouse - BICA_LCR2: Layout Creek below road - BICA_MIDDLE_LAYOUT: Middle Layout - LCR1.5 - BICA_SHR1: Shoshone River at Kane - BICA_SHR2: Shoshone River near Lovell, WY - GRTE_SNR01: Snake River at Old Flagg Ranch 1000’ Below Bridge - GRTE_SNR02: Snake River Below Site of New Visitor’s Center - YELL_LM000.5M: Lamar River at USGS Gage near Ranger Station - YELL_MD133.2T: Madison River 1.21km West of MT/WY State Boundary - YELL_MDR: Madison River near West Yellowstone, MT - YELL_YS549.7M: Yellowstone River at Corwin Springs Activity Start Date (>=1/1/2006 and <=12/31/2024) Value Status: - Accepted or Certified (exported as Final) or Final The data package is organized into five data tables: - Projects.csv - describes the purpose and background of the monitoring efforts - Locations.csv - documents the attributes of the monitoring locations/stations - Results.csv - contains the field measurements, observations, and/or lab analyses for each sample/event/data grouping - HUC.csv - enumerates the domain of allowed values for 8-digit and 12-digit hydrologic unit codes utilized by the Locations data table - Characteristics.csv - enumerates the domain of characteristics available in NPSTORET to identify what was sampled, measured or observed in Results Period of record for filtered data is 2006-01-10 to 2024-11-14. This data package is a snapshot in time of multiple National Park Service projects. The most current data for these projects, which may be more or less extensive than that in this data package, can be found on the Water Quality Portal at: https://www.waterqualitydata.us/data/Result/search?project=BICAWQ01&mimeType=csv&zip=yes&dataProfile=biological&providers=STORET https://www.waterqualitydata.us/data/Result/search?project=GRTEWQ01&mimeType=csv&zip=yes&dataProfile=biological&providers=STORET https://www.waterqualitydata.us/data/Result/search?project=YELLWQ01&mimeType=csv&zip=yes&dataProfile=biological&providers=STORET

This data package was created 2025-03-25 07:54:10 by NPSTORET and includes selected project, location, and result data. Data contained in the Greater Yellowstone Network NPSTORET back-end file (GRYN_NPSTORET_BE_20250314.ACCDB) were filtered to include: Organization: - GRYN: Greater Yellowstone Network Project: - BICAWQ01: Bighorn Canyon NRA - GRYN Water Quality Monitoring - GRTEWQ01: Grand Teton National Park - GRYN Water Quality Monitoring - YELLWQ01: Yellowstone National Park - GRYN Water Quality Monitoring Station: - BICA_BHR1: Bighorn River near St. Xavier - BICA_BHR2: Bighorn River at Kane - BICA_LCKHOSSPR1: Lockhart Springhouse - BICA_LCR2: Layout Creek below road - BICA_MIDDLE_LAYOUT: Middle Layout - LCR1.5 - BICA_SHR1: Shoshone River at Kane - BICA_SHR2: Shoshone River near Lovell, WY - GRTE_SNR01: Snake River at Old Flagg Ranch 1000’ Below Bridge - GRTE_SNR02: Snake River Below Site of New Visitor’s Center - YELL_LM000.5M: Lamar River at USGS Gage near Ranger Station - YELL_MD133.2T: Madison River 1.21km West of MT/WY State Boundary - YELL_MDR: Madison River near West Yellowstone, MT - YELL_YS549.7M: Yellowstone River at Corwin Springs Activity Start Date (>=1/1/2006 and <=12/31/2024) Value Status: - Accepted or Certified (exported as Final) or Final The data package is organized into five data tables: - Projects.csv - describes the purpose and background of the monitoring efforts - Locations.csv - documents the attributes of the monitoring locations/stations - Results.csv - contains the field measurements, observations, and/or lab analyses for each sample/event/data grouping - HUC.csv - enumerates the domain of allowed values for 8-digit and 12-digit hydrologic unit codes utilized by the Locations data table - Characteristics.csv - enumerates the domain of characteristics available in NPSTORET to identify what was sampled, measured or observed in Results Period of record for filtered data is 2006-01-10 to 2024-11-14. This data package is a snapshot in time of multiple National Park Service projects. The most current data for these projects, which may be more or less extensive than that in this data package, can be found on the Water Quality Portal at: https://www.waterqualitydata.us/data/Result/search?project=BICAWQ01&mimeType=csv&zip=yes&dataProfile=biological&providers=STORET https://www.waterqualitydata.us/data/Result/search?project=GRTEWQ01&mimeType=csv&zip=yes&dataProfile=biological&providers=STORET https://www.waterqualitydata.us/data/Result/search?project=YELLWQ01&mimeType=csv&zip=yes&dataProfile=biological&providers=STORET

This data package was created 2025-07-09 06:47:55 by NPSTORET and includes selected project, location, and result data. Data contained in the Greater Yellowstone Network NPSTORET back-end file (GRYN_BICAWQ01_GRTEWQ01_YELLWQ01_PUBLISHED_THROUGH_2023_NPSTORET_BE.ACCDB) were filtered to include: Project: - BICAWQ01: Bighorn Canyon NRA - GRYN Water Quality Monitoring - GRTEWQ01: Grand Teton National Park - GRYN Water Quality Monitoring - YELLWQ01: Yellowstone National Park - GRYN Water Quality Monitoring Station: - Include Trip QC And All Station Visit Results Value Status: - Accepted or Certified (exported as Final) or Final The data package is organized into five data tables: - Projects.csv - describes the purpose and background of the monitoring efforts - Locations.csv - documents the attributes of the monitoring locations/stations - Results.csv - contains the field measurements, observations, and/or lab analyses for each sample/event/data grouping - HUC.csv - enumerates the domain of allowed values for 8-digit and 12-digit hydrologic unit codes utilized by the Locations data table - Characteristics.csv - enumerates the domain of characteristics available in NPSTORET to identify what was sampled, measured or observed in Results Period of record for filtered data is 2005-06-27 to 2023-11-29. This data package is a snapshot in time of multiple National Park Service projects. The most current data for these projects, which may be more or less extensive than that in this data package, can be found on the Water Quality Portal at: https://www.waterqualitydata.us/data/Result/search?project=BICAWQ01&mimeType=csv&zip=yes&dataProfile=biological&providers=STORET https://www.waterqualitydata.us/data/Result/search?project=GRTEWQ01&mimeType=csv&zip=yes&dataProfile=biological&providers=STORET https://www.waterqualitydata.us/data/Result/search?project=YELLWQ01&mimeType=csv&zip=yes&dataProfile=biological&providers=STORET

This data package was created 2024-06-22 08:26:17 by NPSTORET and includes selected project, location, and result data. Data contained in the Greater Yellowstone Network NPSTORET back-end file (GRYN_BICAWQ01_GRTEWQ01_YELLWQ01_PUBLISHED_THROUGH_2023_NPSTORET_BE.ACCDB) were filtered to include: Project: - BICAWQ01: Bighorn Canyon NRA - GRYN Water Quality Monitoring - GRTEWQ01: Grand Teton National Park - GRYN Water Quality Monitoring - YELLWQ01: Yellowstone National Park - GRYN Water Quality Monitoring Station: - Include Trip QC And All Station Visit Results Value Status: - Accepted or Certified (exported as Final) or Final The data package is organized into five data tables: - Projects.csv - describes the purpose and background of the monitoring efforts - Locations.csv - documents the attributes of the monitoring locations/stations - Results.csv - contains the field measurements, observations, and/or lab analyses for each sample/event/data grouping - HUC12.csv - enumerates the domain of allowed values for 12-digit hydrologic unit codes utilized by the Locations datatable - Characteristics.csv - enumerates the domain of characteristics available in NPSTORET to identify what was sampled, measured or observed in Results Period of record for filtered data is 2005-06-27 to 2023-11-29. This data package is a snapshot in time of multiple National Park Service projects. The most current data for these projects, which may be more or less extensive than that in this data package, can be found on the Water Quality Portal at: https://www.waterqualitydata.us/data/Result/search?project=BICAWQ01 https://www.waterqualitydata.us/data/Result/search?project=GRTEWQ01 https://www.waterqualitydata.us/data/Result/search?project=YELLWQ01

This data package was created 2025-07-08 12:01:09 by NPSTORET and includes selected project, location, and result data. Data contained in the Greater Yellowstone Network NPSTORET back-end file (GRYN_AS_RETURNED_BY_DEAN_NPSTORET_BE_20231102_20231102_1230.ACCDB) were filtered to include: Project: - BICAWQ01: Bighorn Canyon NRA - GRYN Water Quality Monitoring - GRTEWQ01: Grand Teton National Park - GRYN Water Quality Monitoring - YELLWQ01: Yellowstone National Park - GRYN Water Quality Monitoring Station: - Include Trip QC And All Station Visit Results Activity Start Date (>=1/1/2014 and <=12/31/2022) Value Status: - Accepted or Certified (exported as Final) or Final The data package is organized into five data tables: - Projects.csv - describes the purpose and background of the monitoring efforts - Locations.csv - documents the attributes of the monitoring locations/stations - Results.csv - contains the field measurements, observations, and/or lab analyses for each sample/event/data grouping - HUC.csv - enumerates the domain of allowed values for 8-digit and 12-digit hydrologic unit codes utilized by the Locations data table - Characteristics.csv - enumerates the domain of characteristics available in NPSTORET to identify what was sampled, measured or observed in Results Period of record for filtered data is 2014-03-13 to 2022-11-21. This data package is a snapshot in time of multiple National Park Service projects. The most current data for these projects, which may be more or less extensive than that in this data package, can be found on the Water Quality Portal at: https://www.waterqualitydata.us/data/Result/search?project=BICAWQ01&mimeType=csv&zip=yes&dataProfile=biological&providers=STORET https://www.waterqualitydata.us/data/Result/search?project=GRTEWQ01&mimeType=csv&zip=yes&dataProfile=biological&providers=STORET https://www.waterqualitydata.us/data/Result/search?project=YELLWQ01&mimeType=csv&zip=yes&dataProfile=biological&providers=STORET

The dataset contains the raw data for the graphs in the paper. This dataset is associated with the following publication: Phillips, R., R. James, and M. Magnuson. Functional categories of microbial toxicity resulting from three advanced oxidation process treatments during management and disposal of contaminated water. CHEMOSPHERE. Elsevier Science Ltd, New York, NY, USA, 238: 124550, (2020).

This dataset includes all the raw data of various microorganisms in wastewater influent and effluent samples from three participating reclaimed water plants. Additionally, box plots used for the peer-reviewed journal article were presented. This dataset is associated with the following publication: Ryu, H., Y. Addor, N. Brinkman, M. Ware, L. Boczek, J. Hoelle-Schwalbach, J. Mistry, S. Keely, and E. Villegas. Understanding microbial loads in wastewater treatment works as source water for water reuse.. WATER. MDPI AG, Basel, SWITZERLAND, 13(11): 1452, (2021).