Data Package Metadata   View Summary

Accession numbers for radiocarbon and stable carbon isotopes of dissolved organic carbon (DOC) and dissolved inorganic carbon (DIC) in soil leachates from permafrost soils collected from the North Slope of Alaska in the summers of 2018 and 2022

General Information
Data Package:
Local Identifier:knb-lter-arc.20153.5
Title:Accession numbers for radiocarbon and stable carbon isotopes of dissolved organic carbon (DOC) and dissolved inorganic carbon (DIC) in soil leachates from permafrost soils collected from the North Slope of Alaska in the summers of 2018 and 2022
Alternate Identifier:DOI PLACE HOLDER
Abstract:

Leachates of dissolved organic carbon (DOC) from permafrost soils were prepared from soils collected from the North Slope of Alaska in 2018 and 2022. Soil leachates were then either kept in the dark or exposed to light from LEDs at 305 nm (UV) and 405 nm (visible), and then inoculated with native microbial communities and incubated. At the start of the biological incubations, single replicates of the DOC after dark or light treatment and inoculation were assigned accession numbers and analyzed for 14C and 13C at the National Ocean Sciences Accelerator Mass Spectrometry (NOSAMS) facility. At the end of the biological incubations, duplicates of the dissolved inorganic carbon (DIC) in those waters were assigned accession numbers and analyzed for 14C and 13C at the NOSAMS facility.

Publication Date:2023-12-05
For more information:
Visit: DOI PLACE HOLDER

Time Period
Begin:
2022-02-13
End:
2022-12-16

People and Organizations
Contact:Cory, Rose (University of Michigan) [  email ]
Contact:Rieb, Emma (University of Michigan) [  email ]
Contact:Polik, Catherine (University of Minnesota) [  email ]
Contact:Ward, Collin (Woods Hole Oceanographic Institution) [  email ]
Contact:Kling, George (University of Michigan) [  email ]
Contact:Information Manger (ARCTIC LTER) [  email ]
Creator:Cory, Rose (University of Michigan)
Creator:Rieb, Emma (University of Michigan)
Creator:Polik, Catherine (University of Minnesota)
Creator:Ward, Collin (Woods Hole Oceanographic Institution)
Creator:Kling, George (University of Michigan)

Data Entities
Data Table Name:
Permafrost_accession_numbers_csv
Description:
Accession numbers for radiocarbon and stable carbon isotopes of dissolved organic carbon (DOC) and dissolved inorganic carbon (DIC) in soil leachates from permafrost soils collected from the North Slope of Alaska in the summers of 2018 and 2022
Other Name:
Permafrost_accession_numbers_xlsx
Description:
Excel file with metadata and data sheets: Accession numbers for radiocarbon and stable carbon isotopes of dissolved organic carbon (DOC) and dissolved inorganic carbon (DIC) in soil leachates from permafrost soils collected from the North Slope of Alaska in the summers of 2018 and 2022
Detailed Metadata

Data Entities


Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-arc/20153/5/253d3faa197527801c08b187aba67f3f
Name:Permafrost_accession_numbers_csv
Description:Accession numbers for radiocarbon and stable carbon isotopes of dissolved organic carbon (DOC) and dissolved inorganic carbon (DIC) in soil leachates from permafrost soils collected from the North Slope of Alaska in the summers of 2018 and 2022
Number of Records:51
Number of Columns:6

Table Structure
Object Name:Permafrost_accession_numbers.csv
Size:2668 bytes
Authentication:e9e4fe7b52519ebae932dd1d203b8a6d Calculated By MD5
Text Format:
Number of Header Lines:1
Record Delimiter:\n
Orientation:column
Simple Delimited:
Field Delimiter:,
Quote Character:"

Table Column Descriptions
 
Column Name:Site  
Analysis  
Light_treatment  
Bio_treatment  
Replicate  
Accession  
Definition:Site Name. If a soil site, the site is described in the name by general location then specific feature (e.g., watertrack) then specific sampling point (1,2,3,...). If multiple subsamples of an initial soil sample taken from the same specific sampling point are used, they are designated as by letter (A, B, C,...). Lake and stream sites use common names (e.g., Toolik) or LTER number codes. Exceptions in naming procedure are provided in the Code Information and in the AK-LTER_Site_Info.xls file.The type of sample (DOC or DIC) analyzed for carbon isotopesLight treatment (dark or light) of waters used to measure carbon isotopes of light-exposed DOC respired by microbes and the DIC produced by respirationBiological treatment (viable or killed with mercuric chloride) of waters used to measure carbon isotopes of light-exposed DOC respired by microbes and the DIC produced by respirationReplicate number, if there are multiple replicates with the same treatmentAccession number; an identifying number assigned to each sample analyzed at the National Ocean Sciences Accelerator Mass Spectrometry (NOSAMS) Facility
Storage Type:string  
string  
string  
string  
float  
string  
Measurement Type:nominalnominalnominalnominalrationominal
Measurement Values Domain:
DefinitionSite Name. If a soil site, the site is described in the name by general location then specific feature (e.g., watertrack) then specific sampling point (1,2,3,...). If multiple subsamples of an initial soil sample taken from the same specific sampling point are used, they are designated as by letter (A, B, C,...). Lake and stream sites use common names (e.g., Toolik) or LTER number codes. Exceptions in naming procedure are provided in the Code Information and in the AK-LTER_Site_Info.xls file.
DefinitionThe type of sample (DOC or DIC) analyzed for carbon isotopes
DefinitionLight treatment (dark or light) of waters used to measure carbon isotopes of light-exposed DOC respired by microbes and the DIC produced by respiration
DefinitionBiological treatment (viable or killed with mercuric chloride) of waters used to measure carbon isotopes of light-exposed DOC respired by microbes and the DIC produced by respiration
Unitnumber
Typenatural
Min
Max
DefinitionAccession number; an identifying number assigned to each sample analyzed at the National Ocean Sciences Accelerator Mass Spectrometry (NOSAMS) Facility
Missing Value Code:        
Code.
ExplNot used
 
Accuracy Report:            
Accuracy Assessment:            
Coverage:            
Methods:            

Non-Categorized Data Resource

Name:Permafrost_accession_numbers_xlsx
Entity Type:unknown
Description:Excel file with metadata and data sheets: Accession numbers for radiocarbon and stable carbon isotopes of dissolved organic carbon (DOC) and dissolved inorganic carbon (DIC) in soil leachates from permafrost soils collected from the North Slope of Alaska in the summers of 2018 and 2022
Physical Structure Description:
Object Name:Permafrost_accession_numbers.xlsx
Size:130377 bytes
Authentication:03bb897852062382d5d6a2dbf07f4173 Calculated By MD5
Externally Defined Format:
Format Name:application/vnd.openxmlformats-officedocument.spreadsheetml.sheet
Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-arc/20153/5/8cedbb2ba616e339836514a994981919

Data Package Usage Rights

This work is licensed under the Creative Commons Attribution 4.0 International License (CC By - Attribution)  [*http://creativecommons.org/licenses/by/4.0/(link is external)*](https://creativecommons.org/licenses/by/4.0/).

The consumer of these data ("Data User" herein) is required to cite it appropriately in any publication that results from its use. The Data User should realize that these data may be actively used by others for ongoing research and that coordination may be necessary to prevent duplicate publication. The Data User is urged to contact the authors of these data if any questions about methodology or results occur. Where appropriate, the Data User is encouraged to consider collaboration or co-authorship with the authors. The Data User should realize that misinterpretation of data may occur if used out of context of the original study. While substantial efforts are made to ensure the accuracy of data and associated documentation, complete accuracy of data sets cannot be guaranteed. All data are made available "as is." The Data User should be aware, however, that data are updated periodically, and it is the responsibility of the Data User to check for new versions of the data. The data authors and the repository where these data were obtained shall not be liable for damages resulting from any use or misinterpretation of the data.

Keywords

By Thesaurus:
https://vocab.lternet.edu/carbon, dissolved organic carbon, dissolved inorganic carbon, permafrost, isotopes, organic matter, respiration, soil
Arctic LTERarctic, radiocarbon age, photochemistry, organic nutrients

Methods and Protocols

These methods, instrumentation and/or protocols apply to all data in this dataset:

Methods and protocols used in the collection of this data package
Description:
Permafrost soil cores were collected on the North Slope of Alaska during the ice-free summer months of June-August 2018 near the Toolik Field Station. Soil cores were collected from within the permafrost layer (at 85 cm below the surface) of Imnavait Creek wet sedge tundra and Toolik Lake tussock tundra soils. In June 2022, soil was sampled from a thermokarst failure on the shore of Lake LTER 395 on the North Slope of Alaska, where an abrupt collapse of thawing soil exposed deeper permafrost soil. Soil was sampled from the permafrost layer exposed in the headwall of the thermokarst failure (\> 80 cm below the surface) using MilliQ-rinsed pickaxes. The permafrost and thermokarst soil samples were collected as previously described in detail (Bowen et al., 2020), including precautions to minimize radiocarbon (¹⁴C) contamination by rinsing gloves and tools with deionized water prior to soil collection and storing soil samples in ¹⁴C-free facilities and freezers. These protocols were shown to result in no detectable ¹⁴C contamination of soils (Bowen et al., 2020). All soils were stored in freezers at the Toolik Field Station until overnight shipment to Woods Hole Oceanographic Institution (WHOI), where soils were stored in ¹⁴C-free freezers until further use. Dissolved organic carbon (DOC) was leached from the permafrost and thermokarst soils as previously described (Bowen et al., 2020). Briefly, frozen soil and MilliQ water were mixed in 5-gallon, MilliQ-rinsed HDPE buckets and allowed to leach in the dark for up to 48 hours at 4 °C. Both the soil-to-water ratio of soil leachates and the leaching time were adjusted to achieve a final concentration of ~1500 μM DOC in the leachates, as estimated from the absorbance of chromophoric dissolved organic matter at 305 nm (a₃₀₅). All leachates were passed through MilliQ-rinsed 60 μm mesh screens to remove the largest particulates and then through MilliQ-rinsed 5 μm high-capacity Whatman cartridge filters. Subsamples of each leachate for light exposure experiments were then filtered through 0.2 μm high-capacity cartridge filters. Additional subsamples of each leachate were prepared as inoculum for biological incubations by passing the 5-μm-filtered water through 1.2 μm glass-fiber filters (hereafter referred to as the inoculum). Soil leachates for light exposure experiments and biological incubations were stored at 4 °C until further use (less than 48 hours for light exposure experiments, and less than 1 week for biological incubations). Each 0.2-μm-filtered soil leachate was allowed to warm from the 4 °C storage temperature to room temperature for 12-24 hours prior to the start of dark or light treatments in light exposure experiments. Each soil leachate was then placed in six precombusted, 500 mL quartz flasks with ground glass stoppers without headspace. For each soil leachate, duplicate quartz flasks were exposed to 305 nm (UV) and 405 nm (visible) LED light treatments using custom built 10x1 LED chip arrays maintained at 30 °C using heat sinks and cooling fans (Bowen et al., 2020; Ward et al., 2021). Duplicate dark controls were run alongside light treatments at room temperature (23 °C) in the dark. The amount of DOC oxidized to CO₂ during LED light exposures was estimated from photochemical O₂ consumption, assuming 1 mol DOC completely oxidized to CO₂ per mol O₂ consumed (Cory et al., 2014; Ward & Cory, 2020). The durations of light exposures were chosen to achieve complete oxidation of ~5-10% of the initial DOC at each wavelength of light and ranged from 20 to 120 hours depending on the leachate. The duplicates of soil leachates from each dark or light treatment were composited in precombusted glass bottles and stored overnight in the fridge at 4 °C. This storage period allowed for decay of reactive oxygen species produced upon exposure of DOC to UV and visible light (Andrews et al., 2000; Cory et al., 2010; Page et al., 2014; White et al., 2003). Each soil leachate treatment (dark, UV, visible) was mixed with the respective inoculum from each site to achieve 20% inoculum by volume (Cory et al., 2013). From each inoculated dark and light-exposed leachate, replicates for ¹⁴C and ¹³C analysis of the CO₂ produced by microbial respiration were filled in precombusted 125 mL borosilicate bottles with greased glass stoppers and no headspace. For each dark or light-exposed leachate, there were duplicate viable and killed treatments to quantify the C isotopic signatures of the CO₂ produced during respiration. The viable treatment was unamended, and the killed treatment was amended with saturated mercuric chloride (all preservations had 1% HgCl₂ by sample volume). The amount of DOC respired from each dark and light-exposed leachate was quantified as O₂ consumption and CO₂ production by microbial respiration. O₂ consumed and CO₂ produced by respiration were quantified as the difference in dissolved O₂ and dissolved inorganic carbon (DIC), respectively, between viable and killed treatments from a split of each inoculated dark and light-exposed leachate placed in precombusted, gas-tight 12 mL soda glass exetainers with no headspace. For each dark and light-exposed leachate, there were triplicate viable and killed treatments for analysis of O₂ and DIC. The viable treatment was unamended, and the killed treatment was amended with saturated mercuric chloride. All viable and killed inoculated soil leachates were incubated in the dark at 10 °C for between 17 to 30 days. The incubation duration was chosen for each set of dark and light-exposed soil leachates from a soil site so that respiration produced at least a 10% increase in the total dissolved inorganic carbon (DIC) of the water compared to the start of the incubation. At the end of the incubations, all viable leachate treatments in 125 mL borosilicate bottles and 12 mL exetainers were preserved by addition of saturated mercuric chloride. These preserved samples were stored at 4 °C in the dark until ¹⁴C and ¹³C analysis (up to 2 months) or until analysis of O₂ consumption and CO₂ production by respiration (less than 2 weeks) as previously described (Bowen et al., 2020; Cory et al., 2014). A 75 mL sample of each soil leachate after dark or light treatment and inoculation was 0.22-μm Sterivex filtered and frozen for ¹⁴C and ¹³C analysis of the DOC present at the start of the biological incubations. The Δ¹⁴C and δ¹³C of the DOC were quantified at the National Ocean Sciences Accelerator Mass Spectrometry (NOSAMS) Facility at WHOI, using previously described methods (Xu et al., 2021). Briefly, soil leachates were acidified to pH < 2 with UVC-oxidized trace-metal grade phosphoric acid (85%) and stripped of dissolved inorganic carbon (DIC) with high-purity helium gas in the dark. The DOC was then oxidized with UVC light to DIC, and the resultant CO₂ was extracted cryogenically. A subsample of the CO₂ was analyzed for ¹³C using a VG Prism-II or Optima stable isotope ratio mass spectrometer, and the δ¹³C (‰) was calculated as follows: δ¹³C = (¹³R<sub>sample</sub>/¹³R<sub>standard</sub> – 1) where ¹³R is the isotope ratio of a sample or standard (VPDB), as defined by: ¹³R = (¹³C/¹²C) The remaining CO₂ was reduced to graphite with H₂ and an iron catalyst, and then analyzed for ¹⁴C isotopic composition using an accelerator mass spectrometer at the NOSAMS facility (Longworth et al., 2015). The Δ¹⁴C (‰) and radiocarbon age of DOC were calculated from the fraction modern using the oxalic acid I standard (NIST-SRM 4990). To characterize the isotopic composition of the CO₂ produced by respiration of permafrost DOC by microbes, the Δ¹⁴C and δ¹³C of dissolved inorganic carbon (DIC) were quantified in duplicate at the National Ocean Sciences Accelerator Mass Spectrometry (NOSAMS) Facility at WHOI from the viable and killed treatments of each dark and light-exposed leachate at the end of the incubation, following procedures previously described for quantification of the Δ¹⁴C and δ¹³C of CO₂ produced from photomineralization of permafrost DOC (Bowen et al., 2020). Briefly, water samples were acidified to pH < 2 with trace-metal grade phosphoric acid (85%) and stripped of DIC using high-purity nitrogen gas. The resultant CO₂ was trapped and purified cryogenically. The ¹³C of the CO₂ was analyzed at the NOSAMS facility and converted to Δ¹⁴C and δ¹³C values as described in the previous paragraphs. An original set of dark control samples for the thermokarst soil leachates was compromised due to substantial microbial respiration consuming DOC in the dark control leachate as it sat at room temperature during light exposure experiments and prior to biological incubations. To replace the compromised dark control thermokarst waters, a second leachate was prepared from the thermokarst soil on a different date using the same soil and leaching conditions. The original thermokarst soil leachate was used for the UV and visible light treatments and subsequent biological incubation, while the second thermokarst soil leachate was used for the dark treatment and subsequent biological incubation. For all other soils, no detectable microbial respiration occurred in either the dark controls or the light-exposed leachates during light exposure experiments, and thus the same soil leachate was used for both the dark and light treatments. Separately, samples of the CO₂ from microbial respiration in the dark and visible light-exposed tussock tundra leachate were lost during preparation for isotopic analysis at NOSAMS. Therefore, a second soil leachate was prepared from the tussock tundra soil using the same soil and leaching conditions, and all of the dark and light treatments and biological incubations for this soil leachate were repeated. References: Andrews, S. S., Caron, S., & Zafiriou, O. C. (2000). Photochemical oxygen consumption in marine waters: A major sink for colored dissolved organic matter? *Limnology and Oceanography, 45*(2), 267–277. <https://doi.org/10.4319/lo.2000.45.2.0267> Bowen, J. C., Ward, C. P., Kling, G. W., & Cory, R. M. (2020). Arctic amplification of global warming strengthened by sunlight oxidation of permafrost carbon to CO₂. *Geophysical Research Letters, 47*(12), 0–3. https://doi.org/10.1029/2020GL087085 Cory, R. M., Crump, B. C., Dobkowski, J. A., & Kling, G. W. (2013). Surface exposure to sunlight stimulates CO₂ release from permafrost soil carbon in the Arctic. *Proceedings of the National Academy of Sciences USA, 110*(9), 3429–3434. https://doi.org/10.1073/pnas.1214104110 Cory, R. M., McNeill, K., Cotner, J. P., Amado, A., Purcell, J. M., & Marshall, A. G. (2010). Singlet oxygen in the coupled photochemical and biochemical oxidation of dissolved organic matter. *Environmental Science & Technology, 44*(10), 3683–3689. https://doi.org/10.1021/es902989y Cory, R. M., Ward, C. P., Crump, B. C., & Kling, G. W. (2014). Sunlight controls water column processing of carbon in arctic fresh waters. *Science, 345*(6199), 925–928. https://doi.org/10.1126/science.1253119 Longworth, B. E., Von Reden, K. F., Long, P., & Roberts, M. L. (2015). A high output, large acceptance injector for the NOSAMS Tandetron AMS system. *Nuclear Instruments and Methods in Physics Research Section B: Beam Interactions with Materials and Atoms,* 361, 211–216. https://doi.org/10.1016/j.nimb.2015.04.005 Page, S. E., Logan, J. R., Cory, R. M., & McNeill, K. (2014). Evidence for dissolved organic matter as the primary source and sink of photochemically produced hydroxyl radical in arctic surface waters. *Environmental Science: Processes & Impacts, 16*(4), 807–822. https://doi.org/10.1039/c3em00596h Rieb, E. C., Polik, C. A., Ward, C. P., Kling, G. W., & Cory, R. M. Controls on the respiration of ancient permafrost carbon in sunlit arctic surface waters. *In review.* Ward, C. P., Bowen, J. C., Freeman, D. H., & Sharpless, C. M. (2021). Rapid and reproducible characterization of the wavelength dependence of aquatic photochemical reactions using light-emitting diodes. *Environmental Science & Technology Letters, 8*(5), 437–442. https://doi.org/10.1021/acs.estlett.1c00172 Ward, C. P., & Cory, R. M. (2020). Assessing the prevalence, products, and pathways of dissolved organic matter partial photo-oxidation in arctic surface waters. *Environmental Science: Processes & Impacts,* *22*(5), 1214–1223. https://doi.org/10.1039/c9em00504h White, E. M., Vaughan, P. P., & Zepp, R. G. (2003). Role of the photo-Fenton reaction in the production of hydroxyl radicals and photobleaching of colored dissolved organic matter in a coastal river of the southeastern United States. *Aquatic Sciences,* 65, 402–414. https://doi.org/10.1007/s00027-003-0675-4 Xu, L., Roberts, M. L., Elder, K. L., Kurz, M. D., McNichol, A. P., Reddy, C. M., et al. (2021). Radiocarbon in dissolved organic carbon by uv oxidation: Procedures and blank characterization at NOSAMS. *Radiocarbon, 63*(1), 357–374. https://doi.org/10.1017/RDC.2020.102

People and Organizations

Publishers:
Organization:Environmental Data Initiative
Email Address:
info@edirepository.org
Web Address:
https://edirepository.org
Id:https://ror.org/0330j0z60
Creators:
Individual: Rose Cory
Organization:University of Michigan
Email Address:
rmcory@umich.edu
Id:https://orcid.org/0000-0001-9867-7084
Individual: Emma Rieb
Organization:University of Michigan
Email Address:
erieb@umich.edu
Id:https://orcid.org/0000-0002-0276-8238
Individual: Catherine Polik
Organization:University of Minnesota
Email Address:
polik020@umn.edu
Id:https://orcid.org/0000-0003-0440-1162
Individual: Collin Ward
Organization:Woods Hole Oceanographic Institution
Email Address:
cward@whoi.edu
Id:https://orcid.org/0000-0003-2979-0280
Individual: George Kling
Organization:University of Michigan
Email Address:
gwk@umich.edu
Id:https://orcid.org/0000-0002-6349-8227
Contacts:
Individual: Rose Cory
Organization:University of Michigan
Email Address:
rmcory@umich.edu
Id:https://orcid.org/0000-0001-9867-7084
Individual: Emma Rieb
Organization:University of Michigan
Email Address:
erieb@umich.edu
Id:https://orcid.org/0000-0002-0276-8238
Individual: Catherine Polik
Organization:University of Minnesota
Email Address:
polik020@umn.edu
Id:https://orcid.org/0000-0003-0440-1162
Individual: Collin Ward
Organization:Woods Hole Oceanographic Institution
Email Address:
cward@whoi.edu
Id:https://orcid.org/0000-0003-2979-0280
Individual: George Kling
Organization:University of Michigan
Email Address:
gwk@umich.edu
Id:https://orcid.org/0000-0002-6349-8227
Organization:ARCTIC LTER
Position:Information Manger
Email Address:
arc_im@mbl.edu

Temporal, Geographic and Taxonomic Coverage

Temporal, Geographic and/or Taxonomic information that applies to all data in this dataset:

Time Period
Begin:
2022-02-13
End:
2022-12-16
Sampling Site: 
Description:Toolik tussock tundra soil pit 2018 Soil pits south of Toolik Lake, North Slope of Alaska. Handheld Garmin GPS
Site Coordinates:
Longitude (degree): -149.615047Latitude (degree): 68.621161000000001
Sampling Site: 
Description:Imnavait wet sedge tundra soil pit 2018 Soil pits in Imnavait Creek basin, North Slope of Alaska. Handheld Garmin GPS
Site Coordinates:
Longitude (degree): -149.313306Latitude (degree): 68.608861000000005
Sampling Site: 
Description:LTER 395 thermokarst failure headwall soil 2022 Headwall of thermokarst failure on the shore of Lake LTER 395, North Slope of Alaska. Handheld Garmin GPS
Site Coordinates:
Longitude (degree): -149.548811Latitude (degree): 68.527000000000001

Project

Parent Project Information:

Title:Collaborative proposal: Coupled biological and photochemical degradation of dissolved organic carbon in the Arctic
Personnel:
Individual: Byron Crump
Role:Principal Investigator
Funding: National Science Foundation 1754835
Related Project:
Title:Doctoral Dissertation Research: Sunlight stimulates a spectrum of microbial CO2 production from permafrost carbon
Personnel:
Individual: Rose Cory
Role:Principal Investigator
Funding: National Science Foundation 2228992
Related Project:
Title:LTER: The Role of Climate Variability in Controlling Arctic Ecosystem Function
Personnel:
Individual: Kevin Griffin
Role:Principal Investigator
Funding: National Science Foundation 2224743
Related Project:
Title:LTER: The Role of Biogeochemical and Community Openness in Governing Ecological Change in Arctic Ecosystems
Personnel:
Individual: Edward Rastetter
Role:Principal Investigator
Funding: National Science Foundation 1637459
Related Project:
Title:Collaborative Research: Tracking Carbon, Water, and Energy Balance of the Arctic Landscape at Flagship Observatories in Alaska and Siberia
Personnel:
Individual: George Kling
Role:Principal Investigator
Funding: National Science Foundation 1936769
Related Project:
Title:Development of a High-throughput, Temperature-controlled LED-based Instrument to Characterize the Wavelength Dependence of Photochemical Reactions in Aquatic Ecosystems
Personnel:
Individual: Collin Ward
Role:Principal Investigator
Funding: National Science Foundation 2219660

Maintenance

Maintenance:
Description:
Frequency:
Other Metadata

Additional Metadata

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Additional Metadata

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