cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.48443/5m9q-r917
title: Elevation of groundwater (DP1.20100.001)
title: RELEASE-2024

description: There are important linkages and feedbacks between groundwater and surface water in streams, rivers, and lakes. NEON measurements of groundwater elevation at high resolution temporal changes informs these linkages. Three to eight wells are available per aquatic site. In this way, magnitude and direction of groundwater flow can be calculated. Wells are located both near the water body and further from the water body to enable investigation of hyporheic groundwater flow paths. This data product contains continuous, quality-controlled, groundwater depth converted to elevation above mean sea level. Measurements are captured every five minutes and reported as 5-minute instantaneous measurements and 30-minute averages.

Latency:
Data collected in any given month are published during the second full week of the following month.
description: Multiple groundwater wells per aquatic site are installed in triangular arrays where local features allow. Elevation of groundwater is measured in an site-specific array designed to capture shallow groundwater flow and exchange with the surface water feature at the site. Instrumentation: In-Situ, Inc. - Aqua TROLL 200
DOI: 10.6084/m9.figshare.23807376
title: Isolation of a bent dysprosium bis(amide) single-molecule magnet

description: Experimental data and calculations performed for a paper on bent lanthanide bis(amide) SMMs.
DOI: 10.6084/m9.figshare.23807376.v1
title: Isolation of a bent dysprosium bis(amide) single-molecule magnet

description: Experimental data and calculations performed for a paper on bent lanthanide bis(amide) SMMs.
DOI: 10.48443/tzza-0235
title: Elevation of surface water (DP1.20016.001)
title: RELEASE-2024

description: Surface water elevation is controlled by precipitation at both the landscape and channel scales, overland flow, interflow and groundwater flow. It is correlated to discharge and is critical to understanding how water moves through the environment, carrying nutrients and sediment, modulating aquatic ecosystem structure and function. This data product contains continuous, quality-controlled, surface water depth converted to elevation above mean sea level. Measurements are taken once per minute and reported as 5 and 30-minute averages.

Latency:
Data collected in any given month are published during the second full week of the following month.
description: Elevation of surface water will be used to provide continuous discharge measurements in wadeable streams, rivers and lakes where flowing inlet and outlet streams are present. Pressure transducers will be placed at both the upstream and downstream sensor stations in wadeable streams, at a single station in rivers and at the inlet and outlet locations of lake sites. Instrumentation: In-Situ, Inc. - Level TROLL 500
DOI: 10.5281/zenodo.10497847
title: RNA-Seq invivo Control HFD Diet

description: Cellular RNA was isolated using the RNeasy® Mini Kit (Qiagen, 74104). RNA quality was923analysed and quantified via the Bioanalyzer (Agilent). 200 ng of total RNA was used for library924preparation. Libraries were prepared using the NEBNext Ultra II RNA Library Prep Kit (New925England Biolabs GmbH, Germany) according to the manufacturer’s protocol. The quantity and926quality of the libraries were assessed by BioAnalyzer (Agilent). Generated libraries were927sequenced on an Illumina NovaSeq instrument with around 35 million reads per library (100928bp, paired-end).
DOI: 10.48443/y3a4-jn71
title: Field spectral data (DP1.30012.001)
title: RELEASE-2024

description: NEON AOP Field Spectral Data are collected using a field-spectrometer and leaf clip to observe leaf-level reflectance spectra within two-weeks of AOP overpass. Some field spectral observations will be collected from samples that are also used to develop the foliar chemistry data product. The Field Spectral Data are collected and distributed as an opportunistic activity and as such are not collected for every flight or site. Typical collection rates will be one or two sites annually.

Latency: Field spectral data will be available 90 days after the final collection day at a site. Field spectra legacy data (those collected in 2013 through 2016) currently has no availability, and will be completely available by April of 2021.
description: NEON AOP Field Spectral Data are collected using a field-spectrometer and leaf clip to observe leaf-level reflectance spectra within two-weeks of AOP overpass. Some field spectral observations will be collected from samples that are also used to develop the foliar chemistry data product. The Field Spectral Data are collected and distributed as an opportunistic activity and as such are not collected for every flight or site. Typical collection rates will be one or two sites annually. Instrumentation: ASD field spectrometer
DOI: 10.48443/kb2e-va82
title: Fish electrofishing, gill netting, and fyke netting counts (DP1.20107.001)
title: RELEASE-2024

description: This data product contains the quality-controlled, native sampling resolution data from NEON's fish sampling. Fish are sampled using a combination of electrofishing, gill-nets and mini-fyke nets. Field technicians identify fish to the lowest practical taxonomic level and then weigh and measure a subset of captured individuals before releasing. Fish that cannot be identified to species in the field are assigned a morphospecies name and comments on potential identification traits are noted in the comments. In addition at D04 decapod bycatch is collected, identified, tallied, and recorded. For additional details, see the user guide, protocols, and science design listed in the Documentation section in this data product's details webpage.

Latency:
The expected time from data and/or sample collection in the field to data publication is as follows, for each of the data tables (in days) in the downloaded data package. See the Data Product User Guide for more information.

fsh_fieldData: 45

fsh_perPass: 45

fsh_perFish: 45

fsh_bulkCount: 45

fsh_invertBycatch: 45

fsh_morphospecies: 390

fsh_identificationHistory: 7

fsh_invertBycatchIDHistory: 7
description: Fish are sampled twice per year at lakes and wadeable stream sites, during spring and fall. 10 fish sampling reaches or segments are established at each site; with 3 fixed reaches sampled during every sampling bout and a random subset of 3 additional reaches or segments selected for sampling each year. Instrumentation:
DOI: 10.48443/8ya4-4666
title: Fish sequences DNA barcode (DP1.20105.001)
title: RELEASE-2024

description: This data product contains the quality-controlled laboratory metadata and QA results for NEON's cytochrome oxidase I (COI) barcoding of fish sequences. Fin clips are taken from a subset of collected fish for DNA analysis. The DNA barcoding procedure involves the removal of tissue, extracting and sequencing DNA from the tissue, and matching that sequence data to sequences from previously identified voucher specimens. DNA analysis serves a number of purposes, including verification of taxonomy of specimens that do not receive expert identification, clarification of the taxonomy of rare or cryptic species, and characterization of diversity using molecular markers. For additional details, see the user guide, protocols, and science design listed in the Documentation section in this data product's details webpage. Queries for this data product will return metadata tables formatted for submission to the Barcode of Life Database. These queries will also provide links to the actual sequence data, which are publicly available on the [Barcode of Life Data System](http://www.boldsystems.org/) (BOLD) website. The sequence data can be obtained by following the links from the NEON data portal, or by directly querying NEON data sets on the BOLD server. From the NEON portal, the link "BOLD Project: Fish sequences DNA barcode" redirects to a page on the BOLD public data portal for the queried data. This is a dynamic link and will automatically update based on the user query.

Latency:
The expected time from data and/or sample collection in the field to data publication is as follows, for each of the data tables (in days) in the downloaded data package. See the Data Product User Guide for more information.

fsh_BOLDcollectionData: 390

fsh_BOLDspecimenDetails: 390

fsh_BOLDtaxonomy: 390

fsh_BOLDvoucherInfo: 390
description: Fin clips will be collected from 5-10 individuals of a target species. These tissues will be preserved in an appropriate tissue vial and shipped to an external lab. DNA will be extracted and target sequences amplified via PCR. Barcodes of cytochrome oxidase I will be generated per specimen. Instrumentation:
DOI: 10.5281/zenodo.10580369
title: IMPROVING THE METHODOLOGY OF SUSTAINABLE DEVELOPMENT OF REGIONAL ECONOMY IN THE CONDITIONS OF GREEN ECONOMY
DOI: 10.5281/zenodo.10580370
title: IMPROVING THE METHODOLOGY OF SUSTAINABLE DEVELOPMENT OF REGIONAL ECONOMY IN THE CONDITIONS OF GREEN ECONOMY
DOI: 10.48443/1rgr-q357
title: Gauge height (DP1.20267.001)
title: RELEASE-2024

description: Gauge height is the height of the water surface above an established altitude where the stage is zero. The zero level is arbitrary, but is often close to the streambed. Gauge height at stream sites will be related to measurements of stream discharge to formulate stage-discharge rating curves at all NEON stream and river sites. Rating equations will be applied to continuous surface water elevation data in order to calculate continuous stream discharge at all NEON aquatic sites. For additional details, see protocol [NEON.DOC. 001085]( http://data.neonscience.org/api/v0/documents/NEON.DOC.001085vD): AOS Protocol and Procedure: Stream Discharge, [NEON.DOC.001646](http://data.neonscience.org/api/v0/documents/NEON.DOC.001646vC): General AQU Field Metadata Sheet, and [NEON.DOC.001152](http://data.neonscience.org/api/v0/documents/NEON.DOC.001152vA): Aquatic Sampling Design.

Latency:
The expected time from data and/or sample collection in the field to data publication is as follows, for each of the data tables (in days) in the downloaded data package. See the Data Product User Guide for more information.

gag_fieldData: 30
description: Gauge measurements and field metadata are collected at all aquatic sites whenever any other protocol is implemented. For protocols that may be performed in shifts multiple times a day, e.g. fish sampling, there can be multiple gauge records per site per date that cover different time ranges. In total, gauge height is measured several times per month per site. Instrumentation: Oregon Rule Co. staff gauge
DOI: 10.48443/299z-b661
title: Ground beetle sequences DNA barcode (DP1.10020.001)
title: RELEASE-2024

description: This data product contains the quality-controlled laboratory metadata and QA results for NEON's cytochrome oxidase I (COI) barcoding of ground beetles sequences. The DNA barcoding procedure involves the removal of tissue, extracting and sequencing DNA from the tissue, and matching that sequence data to sequences from previously identified voucher specimens. DNA analysis serves a number of purposes, including verification of taxonomy of specimens that do not receive expert identification, clarification of the taxonomy of rare or cryptic species, and characterization of diversity using molecular markers. For additional details, see the user guide, protocols, and science design listed in the Documentation section in this data product's details webpage. Queries for this data product will return metadata tables formatted for submission to the Barcode of Life Database. These queries will also provide links to the actual sequence data, which are publicly available on the [Barcode of Life Data System](http://www.boldsystems.org/) (BOLD) website. The sequence data can be obtained by following the links from the NEON data portal, or by directly querying NEON data sets on the BOLD server. From the NEON portal, the link "BOLD Project: Ground beetle sequences DNA barcode" redirects to a page on the BOLD public data portal for the queried data. This is a dynamic link and will automatically update based on the user query.

Latency:
The expected time from data and/or sample collection in the field to data publication is as follows, for each of the data tables (in days) in the downloaded data package. See the Data Product User Guide for more information.

bet_BOLDcollectionData: 614

bet_BOLDspecimenDetails: 614

bet_BOLDtaxonomy: 614

bet_BOLDvoucherInfo: 614
description: Ground beetle legs are subsampled from individual specimens collected as part of the Ground beetles sampled from pitfall traps (DP1.10022.001) data product. Up to 10 individuals per species per site for a total of up to 95 individuals per site per year are selected for barcoding. Beetles that are rare, particularly difficult to identify, or poorly represented in previous collection events are prioritized for DNA sequencing. Only beetle specimens that have been identified by an expert taxonomist are eligible for DNA barcoding. Leg tissue is preserved in an appropriate tissue vial and shipped to an external lab, where DNA is extracted and target sequences amplified via PCR. Barcodes of cytochrome oxidase I are generated per specimen. Instrumentation:
DOI: 10.48443/rcxn-t544
title: Ground beetles sampled from pitfall traps (DP1.10022.001)
title: RELEASE-2024

description: This data product contains the quality-controlled, native sampling resolution data from NEON's ground beetle sampling and specimen processing protocols. Ground beetle abundance and diversity are sampled via pitfall trapping at regular intervals by NEON field technicians at core and relocatable sites. Following trap collection, all beetles from the family Carabidae are sorted by NEON technicians and identified to species or morphospecies. A subset of collected Carabidae are pointed or pinned, while other specimens (non-pinned/non-pointed carabids, invertebrate bycatch, and vertebrate bycatch) are stored in 95% ethanol for archiving, and may be pooled into a single archive vial per plot. Regardless of storage method, all collections data are reported at a per trap resolution. A subset of pinned ground beetles (up to 467 per site per year) are sent to an expert taxonomist for secondary identification. Identifications performed on these individuals may be used to estimate uncertainty in parataxonomist identification by NEON technicians.

Latency:
The expected time from data and/or sample collection in the field to data publication is as follows, for each of the data tables (in days) in the downloaded data package. See the Data Product User Guide for more information.

bet_archivepooling: 330

bet_expertTaxonomistIDProcessed: 600

bet_expertTaxonomistIDRaw: 600

bet_fielddata: 75

bet_parataxonomistID: 330

bet_sorting: 330

bet_identificationHistory: 7
description: Ground beetles are sampled using pitfall traps (16 oz deli containers filled with 150 or 250 mL of propylene glycol). Multiple traps are deployed in each of 10 plots at each terrestrial NEON site (from 2013-2017, 40 traps per site; 2018-present, 30 traps per site), with traps arrayed approximately 20 meters from the center of the plot in one of the four cardinal directions. Sampling occurs biweekly throughout the growing season (when temperatures are above 4 degrees C). Instrumentation:
DOI: 10.5281/zenodo.10580349
title: Differential Network Dataset

description: The dataset of protein-protein differential network is downloaded from https://netbio.bgu.ac.il/diffnet/
DOI: 10.5281/zenodo.10580350
title: Differential Network Dataset

description: The dataset of protein-protein differential network is downloaded from https://netbio.bgu.ac.il/diffnet/
DOI: 10.48443/de1x-8332
title: Groundwater and active layer measurements at permafrost sites (DP1.20099.001)
title: RELEASE-2024

description: In arctic environments with permafrost there is a seasonal change in active thawed layer and liquid water that drive the hydrology of the system. This seasonal freeze/thaw cycle causes frost heaving of groundwater wells, making measurements of groundwater elevation inaccurate due to sensor movement. Therefore, this data product contains measurements of depth to liquid water and thaw relative to the ground surface made manually rather than using a sensor that would require a fixed elevation throughout the season. For additional details, see the user guide, protocols, and science design listed in the Documentation section in this data product's details webpage.
description: Up to eight shallow groundwater wells per site are installed in inter-tussock areas surrounding the lake and stream reaches to capture groundwater flow paths. Wells are pushed down to thaw depth on a weekly basis and hand measurements are reported for depth to water and depth to thaw relative to the ground surface. Instrumentation:
DOI: 10.48443/d6a4-0x67
title: Herbaceous clip harvest (DP1.10023.001)
title: RELEASE-2024

description: This data product contains the quality-controlled, native sampling resolution data from NEON's Herbaceous biomass clip harvest sampling. Herbaceous vegetation is operationally defined in this protocol as non-woody plants (i.e. grasses, sedges, forbs, some bryophytes, and non-woody vines such as Convolvulus spp. and certain Rubus spp.), as well as woody-stemmed plants with diameter at decimeter height (ddh) &lt; 1 cm at the time of sampling. For additional details, see the user guide, protocols, and science design listed in the Documentation section in this data product's details webpage.

Latency:
The expected time from data and/or sample collection in the field to data publication is as follows, for each of the data tables (in days) in the downloaded data package. See the Data Product User Guide for more information.

hbp_massdata: 60

hbp_perbout: 60
description: Clip-harvest of herbaceous biomass occurs within randomly located clip-harvest strips in 20m x 20m plots or subplots. Up to 20 non-forested Distributed plots (containing 1 clip strip per plot) and up to 30 Tower plots (containing 1-4 clip strips per plot) are sampled at each site. Tower plots are sampled every year. Tower plots at ungrazed sites are sampled once per year if there is a single annual biomass peak, and twice at sites with two biomass peaks per year in order to capture both warm season and cool season production. At grazed sites, sampling in Tower plots occurs once every 4 or 8 weeks while livestock are present. Distributed plots are sampled once every 5 years. Instrumentation:
DOI: 10.48443/jqb2-vy96
title: IR biological temperature (DP1.00005.001)
title: RELEASE-2024

description: Infrared Biological Temperature (i.e., surface temperature) is available as one- and thirty-minute averages of 1 Hz observations. Biological temperature can be used in conjunction with other measurements to draw conclusions on topics such as plant respiration, evapotranspiration rates, and stomatal conductance.

Latency:
Data collected in any given month are published during the second full week of the following month.
description: Biological temperature (i.e., surface temperature) is measured via IR temperature sensors located in the soil array and on the tower infrastructure. Instrumentation: Apogee SI-111 infrared (IR) temperature sensor
DOI: 10.48443/7t96-tc49
title: Litterfall and fine woody debris production and chemistry (DP1.10033.001)
title: RELEASE-2024

description: This data product contains the quality-controlled, native sampling resolution data from NEON's Litterfall and fine woody debris sampling. Litter is defined as material that is dropped from the forest canopy and has a butt end diameter &lt;2cm and a length &lt;50 cm; this material is collected in elevated 0.5m2 PVC traps. Fine woody debris is defined as material that is dropped from the forest canopy and has a butt end diameter &lt;2cm and a length &gt;50 cm; this material is collected in ground traps as longer material is not reliably collected by the elevated traps. Following field collection, each sample is sorted by functional group, dried and weighed. After sorting litter by functional group, material from elevated traps from select bouts is sent for chemical analysis, with excess material archived in the NEON Biorepository and available upon request. For additional details, see the user guides, protocols, and science design listed in the Documentation section below. Products resulting from this sampling include mass of litterfall and fine woody debris by functional group as well as litter chemistry and stable isotope ratios. Summary tables of external lab precision and accuracy are included in the expanded package.

Latency:
The expected time from data and/or sample collection in the field to data publication is as follows, for each of the data tables (in days) in the downloaded data package. See the Data Product User Guides for more information.

bgc\_CNiso\_externalSummary: 30

lig_externalSummary: 30

ltr_chemistrySubsampling: 60

ltr_fielddata: 60

ltr_litterCarbonNitrogen: 270

ltr_litterLignin: 180

ltr_massdata: 60

ltr_pertrap: 30
description: Each qualifying tower plot in forested ecosystems has 0-2 elevated traps and 1-2 ground traps deployed. Ground traps are sampled annually. Sampling interval of elevated litter traps is variable by dominant overstory vegetation. Deciduous forests are sampled once in the spring then multiple times during fall senescence; evergreen and coniferous forests are sampled year round at monthly intervals. Traps are consistent with those used by the Smithsonian Center for Tropical Forest Science (CTFS). Mass data for each collection event are measured separately for functional groups: Leaves, Needles, Twigs/branches, Woody material, Seeds, Flowers (which includes other non-woody reproductive structures), and Other. Any material that cannot be sorted due to time or resource constraints is categorized as Mixed (unsorted). Once every five years, material from elevated traps from a single collection event are analyzed for carbon and nitrogen concentrations and stable isotopes as well as lignin concentrations. Prior to 2022, only leaf and needle materials were analyzed. Starting in 2022, all functional group material is measured for chemistry, though the non-leaf and needle groups use a pooled site-level sample. Instrumentation:
DOI: 10.5281/zenodo.10580414
title: O'QUV MASHG'ULOT GURUHIDAGI ERKIN KURASHCHILARNI TEXNIK TAKTIK XARAKATLARINI KOMBINATSIYALASH USLUBLARI.
DOI: 10.5281/zenodo.10580415
title: O'QUV MASHG'ULOT GURUHIDAGI ERKIN KURASHCHILARNI TEXNIK TAKTIK XARAKATLARINI KOMBINATSIYALASH USLUBLARI.
DOI: 10.5281/zenodo.10580345
title: FGF-Bert_dataset

description: The training data used in the FGF-Bert paper consists of x86 and arm64 function assembly code from multiple open-source projects, encompassing various optimization levels.
DOI: 10.5281/zenodo.10580346
title: FGF-Bert_dataset

description: The training data used in the FGF-Bert paper consists of x86 and arm64 function assembly code from multiple open-source projects, encompassing various optimization levels.
DOI: 10.5281/zenodo.10580455
title: Berlin Mohren-Apotheke

description: Historical questionnaire/s 1924/1948 and index cards, partly selected enclosures regarding the history of aGerman pharmacy, catalogued via Kalliope portal (Historischer Fragebogen 1924/1948 und Karteikarten, ggf.gemeinfreie Anlagen zur Apothekengeschichte; als Katalog dient das Nachlassportal Kalliope):https://kalliope-verbund.info/DE-611-BF-70963[Funktion: Im Findbuch anzeigen]

Please note: The Kalliope catalogue entry might indicate related material in the archival folder which cannotbe published due to copyright or other legal restrictions (NB: Das Katalogisat bei Kalliope kann auch aufMaterialien - teils erheblichen Umfangs - verweisen, die aus archiv- oder urheberrechtlichen Gründen nichtveröffentlicht werden dürfen).