cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6073/pasta/d2134b69e922988cb056a3c1a837e459
title: Continuous precipitation and stream chemistry data, Hubbard Brook Ecosystem Study, 1963 – ongoing.

description: The Hubbard Brook Watershed Stream and Precipitation Chemistry Record is a dataset of chemical concentration data for precipitation and streamwater samples that have been collected weekly since the summer of 1963 from streams and precipitation gauges throughout the Hubbard Brook Experimental Forest, a research forest in the White Mountains of New Hampshire. HBWatER currently collects weekly samples from nine gauged watersheds, the mainstem of the Hubbard Brook into which each small stream drains, and two long-term precipitation collection sites. HBWatER was begun in the 1960's by Gene E. Likens, F. Herbert Bormann, Robert S. Pierce, and Noye M. Johnson who began collecting and analyzing stream and precipitation (rain and snow). They had a simple idea, that by comparing watershed inputs in rain and snow to watershed outputs from streams, they could measure the behavior of entire ecosystems in response to atmospheric pollution or forestry practices. Stream and precipitation samples have been collected every week from 1963 to the present day. Insights gained from studying this long-term chemical record led to the discovery of acid rain in North America and have documented the effectiveness of federal clean air legislation in reducing coalfired power plant emissions.
 
 The collection and analysis of HBWatER samples is currently sustained by Tammy Wooster (Cary IES) and Jeff Merriam (USFS) and the dataset is curated and maintained by a team of researchers: Chris Solomon (Cary IES), Emma Rosi (Cary IES), Emily Bernhardt (Duke), Lindsey Rustad (USFS), John Campbell (USFS), Bill McDowell (UNH), Charley Driscoll (Syracuse U.), Mark Green (Case Western), and Scott Bailey (USFS). Current Financial Support for HBWatER is provided by NSF LTREB # 1907683 and the USDA Forest Service Northern Research Station.
 
 These data were gathered as part of the Hubbard Brook Ecosystem Study (HBES). The HBES is a collaborative effort at the Hubbard Brook Experimental Forest, which is operated and maintained by the USDA Forest Service, Northern Research Station.
DOI: 10.6073/pasta/c62e92e0eada569e8580f5541b064dac
title: Hubbard Brook Experimental Forest Hydrography: GIS Shapefile

description: Diazo copy of Hubbard Brook Watershed Map generated stereophoto- grammetrically based on May, 1956 aerial photography. Shows New Hampshire state plane coordinate system reference points which were projected into UTM Zone 19 and used as reference tics. The streams, ponds, and lakes were manually digitized. This shapefile contains only streams, see hbef_waterbodies for lake and pond polygons. Data distributed as shapefile in Coordinate system EPSG:26919 - NAD83 / UTM zone 19N
DOI: 10.5281/zenodo.14590424
title: TA'LIM TIZIMIDAGI INNOVATSION YONDASHUV VA PEDAGOGIK TEHNOLOGIYALAR

description: Mazkur maqolada, innovatsiya, innovatsion yondashuv va pedagogik tehnologiyalar haqida aytib o‘tilgan. Shu bilan birga, innovatsion yondashuv va pedagogic tehnologiyalarning ta’lim tizimidagi ahamiyati va afzalliklari haqida keltirib o‘tilgan.
DOI: 10.5281/zenodo.14590425
title: TA'LIM TIZIMIDAGI INNOVATSION YONDASHUV VA PEDAGOGIK TEHNOLOGIYALAR

description: Mazkur maqolada, innovatsiya, innovatsion yondashuv va pedagogik tehnologiyalar haqida aytib o‘tilgan. Shu bilan birga, innovatsion yondashuv va pedagogic tehnologiyalarning ta’lim tizimidagi ahamiyati va afzalliklari haqida keltirib o‘tilgan.
DOI: 10.15468/dl.n259w6
title: Occurrence Download

description: A dataset containing 200 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "OccurrenceStatus is Present",
 "TaxonKey is Aparallactus capensis Smith, 1849"
 ]
}

 The dataset includes 200 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055380-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ctmqqf
title: Occurrence Download

description: A dataset listing the 727 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((85.62387 22.26956,87.57973 22.26956,87.57973 23.79728,85.62387 23.79728,85.62387 22.26956))",
 "TaxonKey is Plantae"
 ]
}

 The dataset's 727 records were derived from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055379-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/e5e854be6597aa4335a2058ffece7fe8
title: Plant allometry at GCE sampling sites 1-10 in October, 2002

description: The relationship between height and mass (allometry) was measured for plants collected from Georgia Coastal Ecosystems sampling sites 1-10 in October 2002. Shoots or leaves (Juncus) were collected adjacent to permanent plots in each marsh zone by clipping at the soil surface. Dead leaves were removed from shoots. Height, flowering status (Spartina species only), number of leaves (Spartina species and Zizaniopsis), and dry mass were measured for each plant. The allometric relationships determined in this study will allow annual GCE plant monitoring data to be converted from height to mass. This study may be repeated in the future to examine temporal trends in relation to environmental changes.
DOI: 10.15468/dl.ey25n2
title: Occurrence Download

description: A dataset containing 304 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "OccurrenceStatus is Present",
 "TaxonKey is Sternotherus minor (Agassiz, 1857)",
 "Year 2000-2025"
 ]
}

 The dataset includes 304 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055381-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.45w4es
title: Occurrence Download

description: A dataset containing 961 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-100.18952 24.72738,-99.95839 24.72738,-99.95839 24.92178,-100.18952 24.92178,-100.18952 24.72738))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 961 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055382-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14590428
title: Microservice Heterogeneity

description: This dataset contains a result about microservice heterogeneity, generated using a controlled experiment with microservices industrial practitioners.
DOI: 10.5281/zenodo.14590429
title: Microservice Heterogeneity

description: This dataset contains a result about microservice heterogeneity, generated using a controlled experiment with microservices industrial practitioners.
DOI: 10.5281/zenodo.14590432
title: tockus_monteiri_decontaminated_FSCR.fasta.gz
DOI: 10.5281/zenodo.14590433
title: tockus_monteiri_decontaminated_FSCR.fasta.gz
DOI: 10.6073/pasta/a4bebd2b5fb5c1fd0757eac254a06357
title: Journey North - Hummingbird observations by volunteer community scientists across Central and North America (1996-2020)

description: This data package contains hummingbird migration data (1996 - 2020) across North and Central America collected by 30,703 community scientists for Journey North, a crowdsourced participatory science program of the University of Wisconsin-Madison Arboretum. The Journey North Hummingbird Project is an ongoing study of hummingbird phenology conducted at broad spatial and temporal scales. Since 1996, community scientists have tracked first arrival dates and breeding and feeding behavior as well as the onset of fall migration and presence of hummingbird species throughout the winter months in the United States. Focal species are the Ruby-throated Hummingbird (Archilochus colubris) and Rufous Hummingbird. However, observational data is also available for Broad-tailed Hummingbird (Selasphorus platycercus), Black-chinned Hummingbird (Archilochus alexandri), Calliope Hummingbird (Selasphorus calliope), Costa's Hummingbird (Calypte costae), Anna’s Hummingbird (Calypte anna), Allen’s Hummingbird (Selasphours sasin). Observers also provide estimates of the number of birds sighted. However, observers do not follow standardized methods for counting species observed. Observers do not observe at set times of the day, do not repeat observations regularly, and are not required to provide the length of time during which a specified number of species observed were counted. Therefore, it is recommended that this dataset be analyzed to indicate presence, not abundance. Additional contextual information is provided as text in the comments field of the dataset. The Journey North Hummingbird Project dataset is hosted by the University of Wisconsin-Madison Shared Web Hosting Service.
DOI: 10.5281/zenodo.14590436
title: tolpis_succulenta_decontaminated_FSCR.fasta.gz
DOI: 10.5281/zenodo.14590437
title: tolpis_succulenta_decontaminated_FSCR.fasta.gz
DOI: 10.6073/pasta/117ebc85e5e944aed13ccfdae1fc2bfa
title: Scale-dependent interactions between tree canopy cover and impervious surfaces reduce daytime urban heat during summer

description: As cities warm and the need for climate adaptation strategies increases, a more
 detailed understanding of the cooling effects of land-cover across a continuum of spatial
 scales will be necessary to guide management decisions. We asked how tree canopy cover and
 impervious surface cover interact to influence daytime and nighttime summer air temperature,
 and how effects vary with the spatial scale at which land-cover data are analyzed (10, 30,
 60 and 90-m radii). A bicycle-mounted measurement system was used to sample air temperature
 every 5 m along 10 transects (about 7 km length, sampled 3-12 times each) spanning a range
 of impervious and tree canopy cover (0 to 100%, each) in a mid-sized city in the Upper
 Midwest, USA. Variability in daytime air temperature within the urban landscape averaged 3.5
 degreeC (range 1.1 to 5.7 degreeC). Temperature decreased nonlinearly with increasing canopy
 cover, with the greatest cooling when canopy cover exceeded 40%. The magnitude of daytime
 cooling also increased with spatial scale, and was greatest at the size of a typical city
 block (60-90 m). Daytime air temperature increased linearly with increasing impervious
 cover, but the magnitude of warming was less than the cooling associated with increased
 canopy cover. Variation in nighttime air temperature averaged 2.1C (range 1.2 to 3.0
 degreeC), and temperature increased with impervious surface. Effects of canopy were limited
 at night; thus, reduction of impervious surfaces remains critical for reducing nighttime
 urban heat. Results suggest strategies for managing urban land-cover patterns to enhance
 resilience of cities to climate warming.
DOI: 10.6073/pasta/038d117f5244b520f7f87ef41dba7a31
title: North Temperate Lakes LTER: Snow and Ice Depth 1982 - current

description: Snow and ice depth are measured during the winter months on the eleven primary lakes (Allequash, Big Muskellunge, Crystal, Sparkling, Trout lakes, unnamed lakes 27-02 [Crystal Bog] and 12-15 [Trout Bog], Fish, Mendota, Monona and Wingra). 10 snow depth measurements are taken in a circle around the sampling location and averaged to single measurement. Sampling Frequency: every 6 weeks during ice-covered season in the north and typically once during the winter in the south. Number of sites: 11.
DOI: 10.5281/zenodo.14590311
title: Parameter Sensitivity in Tumor Models: Dataset from PhysiCell Simulations

description: This dataset contains simulation outputs generated by applying multiplicative perturbations to parameters in two PhysiCell models. The perturbations, applied at levels of ±1%, ±5%, ±10%, and ±20% around reference parameter values, were repeated across 50 replicates for each condition. The resulting simulations provide comprehensive data on population dynamics, spatial distributions, and biological processes over a 5-day period.

Model 1: Hypoxia Progression in a Metastatic Tumor (Table_ex1)



Raw Population Data: Records the population of each cell type over time.

Summary of Population Data: Includes the area under the curve (AUC) for cell populations over the simulation period.

Raw Spatial Data: Captures the distance of cells from the computational center, offering insights into spatial distribution and invasion patterns.

Summary of Spatial Data: Pooled cell distances from the center and calculated Wasserstein distances between tumor and motile tumor cell populations.


Model 3: Tumor-Immune Dynamics (Table_ex3)



Raw Population Data: Tracks the population dynamics of tumor cells, macrophages, and CD8 T cells over time.

Summary of Population Data: Includes the AUC for each cell population over the simulation period.

Raw Spatial Data: Records the distances of cells from the computational center to analyze invasion and spatial distribution patterns.

Summary of Spatial Data: Pooled cell distances from the center and calculated Wasserstein distances between tumor cells and CD8 T cells, and tumor cells and macrophages.


More details and access instructions are available at: PhysiCell-Models GitHub Repository.
DOI: 10.5281/zenodo.14590312
title: Parameter Sensitivity in Tumor Models: Dataset from PhysiCell Simulations

description: This dataset contains simulation outputs generated by applying multiplicative perturbations to parameters in two PhysiCell models. The perturbations, applied at levels of ±1%, ±5%, ±10%, and ±20% around reference parameter values, were repeated across 50 replicates for each condition. The resulting simulations provide comprehensive data on population dynamics, spatial distributions, and biological processes over a 5-day period.

Model 1: Hypoxia Progression in a Metastatic Tumor (Table_ex1)



Raw Population Data: Records the population of each cell type over time.

Summary of Population Data: Includes the area under the curve (AUC) for cell populations over the simulation period.

Raw Spatial Data: Captures the distance of cells from the computational center, offering insights into spatial distribution and invasion patterns.

Summary of Spatial Data: Pooled cell distances from the center and calculated Wasserstein distances between tumor and motile tumor cell populations.


Model 3: Tumor-Immune Dynamics (Table_ex3)



Raw Population Data: Tracks the population dynamics of tumor cells, macrophages, and CD8 T cells over time.

Summary of Population Data: Includes the AUC for each cell population over the simulation period.

Raw Spatial Data: Records the distances of cells from the computational center to analyze invasion and spatial distribution patterns.

Summary of Spatial Data: Pooled cell distances from the center and calculated Wasserstein distances between tumor cells and CD8 T cells, and tumor cells and macrophages.


More details and access instructions are available at: PhysiCell-Models GitHub Repository.
DOI: 10.18150/xi8urx
title: Topology Switch between AIE and ACQ: A Balance of Substituents

description: The publication on aggregation of benzotiazoles is available at https://doi.org/10.1021/acs.jpcc.4c00423 (J. Phys. Chem. C 2024, 128, 13, 5651–5658)The current folder contains data joined with solid state structure of studied compounds, photophysical measurements and quantum-chemical calculations.PIName: Ośmiałowski, BorysInstitution: Nicolaus Copernicus University in ToruńAddress: 7 Gagarina Street, Faculty of Chemistry, PL-87-100 Torun, PolandEmail: borys.osmialowski@umk.plCo-investigatorsName: Rybczyński, PatrykInstitution: Nicolaus Copernicus University in TorunAddress: 7 Gagarina Street, Faculty of Chemistry, PL-87-100 Torun, PolandEmail: pat_ryb@doktorant.umk.plName: Kaczmarek-Kędziera, AnnaInstitution: Nicolaus Copernicus University in TorunAddress: 7 Gagarina Street, Faculty of Chemistry, PL-87-100 Torun, PolandEmail: teoadk@umk.plName: Muzioł, TadeuszInstitution: Nicolaus Copernicus University in TorunAddress: 7 Gagarina Street, Faculty of Chemistry, PL-87-100 Torun, PolandEmail: tmuziol@chem.umk.plKeywords: fluorescence, aggregation, organic dyes, benzotiazolesLanguage: EnglishFunding: National Science Centre in Krakow, Poland, grant no. 2021/43/B/ST5/00753There is a .MD (text format) file within the folders in the repository file describing the content of the folders.
DOI: 10.15468/dl.699a8q
title: Occurrence Download

description: A dataset containing 1713 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Restrepia Kunth"
 ]
}

 The dataset includes 1713 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055383-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14590438
title: MUZEY PEDAGOGIKASI VOSITASIDA TALABALARNI TURIZM FAOLIYATIGA TAYYORLASHNING AMALIYOTDAGI HOLATI

description: Mazkur maqolada muzey pedagogikasi vositasida talabalarning turizm faoliyatiga tayyorlanishining amaliyotdagi holati tahlil qilingan. Muzeylar turizm sohasida zarur bo‘lgan bilim va ko‘nikmalarni o‘rgatishda muhim rol o‘ynaydi. Muzey pedagogikasining ta’lim jarayonidagi roli, uning turizm faoliyatiga ta’siri, shuningdek, amaliyotda yuzaga keladigan muammolar va ularni hal etish yo‘llari ko‘rib chiqilgan. Muzeylar orqali talabalarga turistik xizmatlar, kommunikatsiya va madaniy merosni targ‘ib qilish bo‘yicha o‘quv kurslari, ekskursiyalar va master-klasslar o‘tkazilishi ta’kidlangan. Maqolada, shuningdek, ta’lim muassasalari va muzeylar o‘rtasidagi hamkorlikni kuchaytirish, yangi texnologiyalarni joriy etish zarurligi hamda amaliy o‘quv kurslarini tashkil etish masalalari ko‘rsatilgan
DOI: 10.5281/zenodo.14590439
title: MUZEY PEDAGOGIKASI VOSITASIDA TALABALARNI TURIZM FAOLIYATIGA TAYYORLASHNING AMALIYOTDAGI HOLATI

description: Mazkur maqolada muzey pedagogikasi vositasida talabalarning turizm faoliyatiga tayyorlanishining amaliyotdagi holati tahlil qilingan. Muzeylar turizm sohasida zarur bo‘lgan bilim va ko‘nikmalarni o‘rgatishda muhim rol o‘ynaydi. Muzey pedagogikasining ta’lim jarayonidagi roli, uning turizm faoliyatiga ta’siri, shuningdek, amaliyotda yuzaga keladigan muammolar va ularni hal etish yo‘llari ko‘rib chiqilgan. Muzeylar orqali talabalarga turistik xizmatlar, kommunikatsiya va madaniy merosni targ‘ib qilish bo‘yicha o‘quv kurslari, ekskursiyalar va master-klasslar o‘tkazilishi ta’kidlangan. Maqolada, shuningdek, ta’lim muassasalari va muzeylar o‘rtasidagi hamkorlikni kuchaytirish, yangi texnologiyalarni joriy etish zarurligi hamda amaliy o‘quv kurslarini tashkil etish masalalari ko‘rsatilgan
DOI: 10.6073/pasta/00c3343378bf55e0727cccecc8a8ff41
title: Agronomic Yields in Row Crop Agriculture at the Kellogg Biological Station, Hickory Corners, MI (1989 to 2018)
DOI: 10.6073/pasta/b49a09795d29e0c1149efcc068f3426e
title: Baseline Spatial Variability Study at the Kellogg Biological Station, Hickory Corners, MI (1988)

description: Dataset Abstract
 A spatial variability study conducted across the LTER Main Site area (45 ha) at KBS prior to dividing the site into 1-ha experimental plots. During the 1988 growing season a stratified unaligned sampling scheme was used to collect 400-600 geo-referenced samples across the site (uniformly planted to a single variety of soybeans) for:
 geomorphological characteristics (microtopography, soil horizon depths, bulk density, texture);
 soil chemical characteristics (pH, NO3, NH4, total C, total N, moisture, inorganic P, trace metals);
 soil biological characteristics (N mineralization potentials, microbial biomass C, microbial biomass N, fungal/bacterial ratios, nematodes and other soil invertebrates; seed bank size);
 plant weed species abundance, weed biomass at peak standing crop); and
 insect characteristics (major pest and predator species).
Most soil samples were taken before crop emergence, plant phenology samples were taken throughout the growing season, biomass samples were taken at physiological maturity, and insect samples were taken continuously. Dried soil and plant samples are archived for potential future analysis.
 original data source http://lter.kbs.msu.edu/datasets/6
DOI: 10.15468/dl.9tqsbv
title: Occurrence Download

description: A dataset containing 3278 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Continent is South America",
 "Country is Colombia",
 "GadmGid is COL",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Allographa",
 "Year 2013-2025"
 ]
}

 The dataset includes 3278 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055384-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.888wef
title: Occurrence Download

description: A dataset containing 609 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Month is one of (January, February, March, April)",
 "TaxonKey is Mimosa acutistipula (Mart.) Benth."
 ]
}

 The dataset includes 609 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055385-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/w2hb-ra39
title: CRWB dish 33K classification

description: A 33K classification of dishes (in French) is an ambitious project aimed at categorizing the immense diversity of French gastronomy. France’s culinary heritage is deeply rooted in regional traditions, local ingredients, and refined techniques, making it one of the richest cuisines globally. Below is a high-level structure to approach such a detailed classification, breaking it down into broader categories, regional specialties, and ingredient-based subcategories.Framework for 33K Dishes Classification in French1. By Meal CourseAppetizers (Entrées)Terrines and pâtés (e.g., pâté en croûte, foie gras)Soups and broths (e.g., bouillabaisse, potage, consommé)Salads (e.g., salade niçoise, salade Lyonnaise)Main Dishes (Plats Principaux)Meat-based (e.g., coq au vin, cassoulet, bœuf bourguignon)Fish and seafood (e.g., sole meunière, truite aux amandes)Vegetarian (e.g., ratatouille, tarte à la tomate)Cheese (Fromages)Over 1,600 varieties categorized by region and milk type (cow, goat, sheep).Desserts (Desserts et Pâtisseries)Pastries (e.g., éclairs, mille-feuille, Paris-Brest)Cakes and tarts (e.g., tarte Tatin, galette des rois, opéra)Custards and creams (e.g., crème brûlée, îles flottantes)2. By RegionEach region in France contributes its unique dishes and variations:Provence-Alpes-Côte d’Azur: Bouillabaisse, ratatouille, pissaladièreBrittany (Bretagne): Crêpes, galettes, kouign-amannBurgundy (Bourgogne): Escargots, bœuf bourguignon, coq au vinAlsace: Choucroute, tarte flambée, baeckeoffeNormandy (Normandie): Sole normande, camembert, tarte aux pommesCorsica (Corse): Fiadone, civet de sanglier, brocciu cheese dishes3. By Ingredient or TechniqueMeat-based: Pork, beef, lamb, veal, poultry, game meats.Seafood: Shellfish, mollusks, freshwater and saltwater fish.Vegetables: Seasonal dishes based on local produce (gratin dauphinois, tian).Herbs and spices: Usage of lavender, tarragon, thyme, and regional spices.4. By OccasionFestive dishes: Foie gras, bûche de Noël, galette des rois.Everyday meals: Croque-monsieur, quiche Lorraine, omelette.Seasonal specialties: Hachis Parmentier (winter), salade printanière (spring).