cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/e240423
title: Hawaii Island, modelled density of malaria-resistant and -susceptible Iiwi following release of malaria-resistant birds under three climate change projections, 2030-2100

description: This data set provides the simulated results of releasing malaria-resistant Iiwi into existing populations of wild birds on the Island of Hawaii. Resistant birds are released into mid- and high-elevation forests at different densities at 10-year intervals from 2030 to 2070. Populations of both malaria-resistant and susceptible Iiwi are then predicted at 10-year intervals from release until 2100. Predictions are made based on 3 different climate change projections: A1B, RCP4.5, and RCP8.5. The goal of this project is to evaluate the feasibility of creating a successful population of Iiwi when faced with higher malaria infection predicted as a result of climate change. The model results presented here build upon two previous research studies published in 2011 and 2015 (see published articles in the cross-reference section of the metadata below). The original input data and model descriptions can be found in these earlier papers. This data release concentrates on the 2019 model and its output
description:  (Downloaded 2025-11-18)
DOI: 10.3886/e240423v1
title: Hawaii Island, modelled density of malaria-resistant and -susceptible Iiwi following release of malaria-resistant birds under three climate change projections, 2030-2100

description: This data set provides the simulated results of releasing malaria-resistant Iiwi into existing populations of wild birds on the Island of Hawaii. Resistant birds are released into mid- and high-elevation forests at different densities at 10-year intervals from 2030 to 2070. Populations of both malaria-resistant and susceptible Iiwi are then predicted at 10-year intervals from release until 2100. Predictions are made based on 3 different climate change projections: A1B, RCP4.5, and RCP8.5. The goal of this project is to evaluate the feasibility of creating a successful population of Iiwi when faced with higher malaria infection predicted as a result of climate change. The model results presented here build upon two previous research studies published in 2011 and 2015 (see published articles in the cross-reference section of the metadata below). The original input data and model descriptions can be found in these earlier papers. This data release concentrates on the 2019 model and its output
description:  (Downloaded 2025-11-18)
DOI: 10.7910/dvn/ik26v9
title: Replication Data for: Dynamic Democratic Backsliding

description: Democratic backsliding occurs incrementally, but the empirical study of how citizens respond to undemocratic politicians has been predominantly static. I formulate and test predictions about how different sequences of backsliding shape accountability. Using a novel preregistered experiment (N = 4,234) capturing the reality that democratic transgressions are committed by elected officials incrementally, I find that a majority of American respondents—against the backdrop of partisan and policy interests—are willing to electorally remove the incumbent as episodes of democratic backsliding unfold. Moreover, incumbents who incrementally decrease the severity of democratic transgressions are held accountable more promptly than incumbents who incrementally increase or sporadically vary the severity. By establishing a new experimental framework to study democratic backsliding, my dynamic approach not only paints a more nuanced picture of Americans' willingness to defend democracy, but also demonstrates that sequence matters in shaping voter behavior amid incremental transgressions of democracy.
DOI: 10.15468/dl.nfzxnu
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-112.1688 27.44913, -112.0188 27.44913, -112.0188 27.59913, -112.1688 27.59913, -112.1688 27.44913))"
 ]
}

 The dataset includes 52 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044708-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15235565
title: Dataset for Exploring Performance Limits of Binding Inhibition Assays

description: The dataset provides relevant raw and processed Data supporting the manuscript "EXPLORING PERFORMANCE LIMITS OF BINDING INHIBITION ASSAYS". The manuscript describes the theoretical study linking IC50, KD of the interaction, and limit of detection in the binding inhibition assay. Experimental confirmation of the theoretical trends with SPR biosensor is provided. The manuscript aims to provide a general guidance to the design of binding inhibition assays yielding the best performance.
DOI: 10.5281/zenodo.15235566
title: Dataset for Exploring Performance Limits of Binding Inhibition Assays

description: The dataset provides relevant raw and processed Data supporting the manuscript "EXPLORING PERFORMANCE LIMITS OF BINDING INHIBITION ASSAYS". The manuscript describes the theoretical study linking IC50, KD of the interaction, and limit of detection in the binding inhibition assay. Experimental confirmation of the theoretical trends with SPR biosensor is provided. The manuscript aims to provide a general guidance to the design of binding inhibition assays yielding the best performance.
DOI: 10.5281/zenodo.17604596
title: Portugal Wildfire Environmental Monitoring Datasets (2020 - 2025)

description: This collection includes four harmonized geospatial datasets (NDVI, soil moisture, thermal anomalies, and weather conditions) prepared for wildfire risk and environmental monitoring in Portugal. All data were derived from open Earth observation sources (MODIS, SMAP, FIRMS, Meteostat) and processed via Google Earth Engine and Python.
description: 1. Normalized Difference Vegetation Index (NDVI) per 10 km Tile -- Portugal (2020 - 2025)

Filename: ndvi_portugal.csv

Description:

This dataset contains average NDVI values computed over a 10 km spatial grid across Portugal for the period January 2020 - March 2025.

NDVI values were derived from the MODIS MOD13Q1 v6.1 16-day product (250 m resolution), aggregated to the grid level using Google Earth Engine.

Each record corresponds to a single grid tile and date.

Columns include tile ID, centroid coordinates (longitude, latitude, altitude), and mean NDVI per date.

Keywords: NDVI, MODIS, vegetation index, Portugal, Earth Engine, remote sensing

 

2. Soil Moisture (AM/PM) per 10 km Tile -- Portugal (2020 - 2025)

Filename: sm_am_pm_Per_Tile_2020-2025_with_alt.csv

Description:

Mean morning (soil_moisture_am) and afternoon (soil_moisture_pm) soil moisture values aggregated over 10 km tiles covering Portugal between 2020 and 2025.

Data were sourced from NASA SMAP SPL3SMP_E, merging versions 005 and 006 to ensure temporal continuity (v006 data available from December 2023 onward).

Processing and aggregation were performed in Google Earth Engine.

Each record represents a date-tile combination with corresponding soil moisture values and tile centroid information.

Keywords: SMAP, soil moisture, Portugal, remote sensing, Earth Engine

 

3. Fire Thermal Anomalies (MODIS T21) per 10 km Tile -- Portugal (2020 - 2025)

Filename: FIRMS_Fire_Data_Per_Tile_2020-2025_with_alt.csv

Description:

Maximum brightness temperature (T21) values of detected fire pixels aggregated by 10 km tile for Portugal from 2020 to 2025.

Data were retrieved from the NASA FIRMS MODIS dataset using the T21 band (channels 21/22), processed via Google Earth Engine.

Each observation corresponds to a date and grid tile, including geographic centroid (lon, lat, alt).

This dataset supports fire detection and spatio-temporal analysis of thermal anomalies.

Keywords: FIRMS, fire detection, brightness temperature, Portugal, MODIS, Earth Engine

 

4️. Daily Weather Conditions per 10 km Tile -- Portugal (2020 - 2025)

Filename: weather_conditions.csv

Description:

Meteorological variables retrieved for each tile centroid from Meteostat daily weather records between 2020 and 2025.

For each tile, data from the nearest weather stations were used to capture local conditions such as temperature, precipitation, and humidity.

The dataset complements NDVI, soil moisture, and FIRMS data for modeling vegetation dynamics and fire risk.

Processing was done in Python using the Meteostat API.

Keywords: Meteostat, weather, climate, Portugal, fire risk, Python
DOI: 10.5281/zenodo.17604597
title: Portugal Wildfire Environmental Monitoring Datasets (2020 - 2025)

description: This collection includes four harmonized geospatial datasets (NDVI, soil moisture, thermal anomalies, and weather conditions) prepared for wildfire risk and environmental monitoring in Portugal. All data were derived from open Earth observation sources (MODIS, SMAP, FIRMS, Meteostat) and processed via Google Earth Engine and Python.
description: 1. Normalized Difference Vegetation Index (NDVI) per 10 km Tile -- Portugal (2020 - 2025)

Filename: ndvi_portugal.csv

Description:

This dataset contains average NDVI values computed over a 10 km spatial grid across Portugal for the period January 2020 - March 2025.

NDVI values were derived from the MODIS MOD13Q1 v6.1 16-day product (250 m resolution), aggregated to the grid level using Google Earth Engine.

Each record corresponds to a single grid tile and date.

Columns include tile ID, centroid coordinates (longitude, latitude, altitude), and mean NDVI per date.

Keywords: NDVI, MODIS, vegetation index, Portugal, Earth Engine, remote sensing

 

2. Soil Moisture (AM/PM) per 10 km Tile -- Portugal (2020 - 2025)

Filename: sm_am_pm_Per_Tile_2020-2025_with_alt.csv

Description:

Mean morning (soil_moisture_am) and afternoon (soil_moisture_pm) soil moisture values aggregated over 10 km tiles covering Portugal between 2020 and 2025.

Data were sourced from NASA SMAP SPL3SMP_E, merging versions 005 and 006 to ensure temporal continuity (v006 data available from December 2023 onward).

Processing and aggregation were performed in Google Earth Engine.

Each record represents a date-tile combination with corresponding soil moisture values and tile centroid information.

Keywords: SMAP, soil moisture, Portugal, remote sensing, Earth Engine

 

3. Fire Thermal Anomalies (MODIS T21) per 10 km Tile -- Portugal (2020 - 2025)

Filename: FIRMS_Fire_Data_Per_Tile_2020-2025_with_alt.csv

Description:

Maximum brightness temperature (T21) values of detected fire pixels aggregated by 10 km tile for Portugal from 2020 to 2025.

Data were retrieved from the NASA FIRMS MODIS dataset using the T21 band (channels 21/22), processed via Google Earth Engine.

Each observation corresponds to a date and grid tile, including geographic centroid (lon, lat, alt).

This dataset supports fire detection and spatio-temporal analysis of thermal anomalies.

Keywords: FIRMS, fire detection, brightness temperature, Portugal, MODIS, Earth Engine

 

4️. Daily Weather Conditions per 10 km Tile -- Portugal (2020 - 2025)

Filename: weather_conditions.csv

Description:

Meteorological variables retrieved for each tile centroid from Meteostat daily weather records between 2020 and 2025.

For each tile, data from the nearest weather stations were used to capture local conditions such as temperature, precipitation, and humidity.

The dataset complements NDVI, soil moisture, and FIRMS data for modeling vegetation dynamics and fire risk.

Processing was done in Python using the Meteostat API.

Keywords: Meteostat, weather, climate, Portugal, fire risk, Python
DOI: 10.15468/dl.cewfw4
title: Occurrence Download

description: A dataset containing 315 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-112.0188 27.44913, -111.8688 27.44913, -111.8688 27.59913, -112.0188 27.59913, -112.0188 27.44913))"
 ]
}

 The dataset includes 315 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044711-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fueyzv
title: Occurrence Download

description: A dataset containing 1413 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Madagascar",
 "OccurrenceStatus is Present",
 "TaxonKey is Halictidae"
 ]
}

 The dataset includes 1413 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044710-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cxzarj
title: Occurrence Download

description: A dataset containing 3882 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is National Trust for Scotland Mar Lodge Montane Scrub Surveys 2016-2018"
 ]
}

 The dataset includes 3882 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044712-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wuxkbj
title: Occurrence Download

description: A dataset containing 2799 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erynnis tages",
 "HasCoordinate is true",
 "Geometry POLYGON ((6.224439 46.56151, 6.224439 48.43216, 8.984551 48.43216, 8.984551 46.56151, 6.224439 46.56151))",
 "Year is greater than or equal to 2020",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 2799 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044713-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8juwcs
title: Occurrence Download

description: A dataset containing 359 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vampyrum spectrum"
 ]
}

 The dataset includes 359 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044715-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a2ct6a
title: Occurrence Download

description: A dataset containing 9383 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Grallaria guatimalensis",
 "Country is Colombia"
 ]
}

 The dataset includes 9383 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044714-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p95bbwrm
title: International Piping Plover Breeding Census Data (2016)

description: Comma-separated values (.csv) file containing data related to the 2016 International Piping Plover Breeding Census.
DOI: 10.6084/m9.figshare.28886714
title: Instrumento de Evaluación del Proceso de Codiseño de Programas de Licenciatura para Docentes Normalistas en Tamaulipas

description: Éste fue un instrumento que se utilizó para recolectar datos en el proceso de codiseño llevado a cabo en el estado de Tamaulipas en 2024.
DOI: 10.6084/m9.figshare.28886714.v1
title: Instrumento de Evaluación del Proceso de Codiseño de Programas de Licenciatura para Docentes Normalistas en Tamaulipas

description: Éste fue un instrumento que se utilizó para recolectar datos en el proceso de codiseño llevado a cabo en el estado de Tamaulipas en 2024.
DOI: 10.34740/kaggle/dsv/11598203
title: Rice Leaf Diseases Augmented New Dataset
DOI: 10.5281/zenodo.15542794
title: Karlshafen Rosen-Apotheke (ca. 1924/1947)

description: Historical questionnaire/s 1924/1948 and index cards, partly selected enclosures regarding the history of a German 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 cannot be published due to copyright or other legal restrictions (NB: Das Katalogisat bei Kalliope kann auch auf Materialien - teils erheblichen Umfangs - verweisen, die aus archiv- oder urheberrechtlichen Gründen nicht veröffentlicht werden dürfen).
DOI: 10.5281/zenodo.15542795
title: Karlshafen Rosen-Apotheke (ca. 1924/1947)

description: Historical questionnaire/s 1924/1948 and index cards, partly selected enclosures regarding the history of a German 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 cannot be published due to copyright or other legal restrictions (NB: Das Katalogisat bei Kalliope kann auch auf Materialien - teils erheblichen Umfangs - verweisen, die aus archiv- oder urheberrechtlichen Gründen nicht veröffentlicht werden dürfen).
DOI: 10.25549/inscriptifact-ouc110820982
title: Persepolis Fortification Elamite Tablet 2272.102, Fort 2272.102

description: [Text Description:] Administrative text ❧ [Text or Publication Number Note:] Fort 2272.102 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. ❧ [Physical Object Note:] Borken right edge, upper edge, most of left edge.
DOI: 10.25549/inscriptifact-ouc110820856
title: Persepolis Fortification Elamite Tablet 2272.101, Fort 2272.101

description: [Text Description:] Administrative text ❧ [Text or Publication Number Note:] Fort 2272.101 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. ❧ [Physical Object Note:] Upper left, upper right and lower right corners broken off. Damage on obverse, reverse.
DOI: 10.25549/inscriptifact-ouc110822412
title: Persepolis Fortification Elamite Tablet 2277.101, Fort 2277.101

description: [Text Description:] Administrative text ❧ [Text or Publication Number Note:] Fort 2277.101 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. ❧ [Physical Object Note:] Upper edge, left edge broken.
DOI: 10.25549/inscriptifact-ouc110822234
title: Persepolis Fortification Elamite Tablet 2277.101, Fort 2277.101

description: [Text Description:] Administrative text ❧ [Text or Publication Number Note:] Fort 2277.101 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. ❧ [Physical Object Note:] Upper edge, left edge broken.
DOI: 10.25549/inscriptifact-ouc110822310
title: Persepolis Fortification Elamite Tablet 2277.101, Fort 2277.101

description: [Text Description:] Administrative text ❧ [Text or Publication Number Note:] Fort 2277.101 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. ❧ [Physical Object Note:] Upper edge, left edge broken.
DOI: 10.25549/inscriptifact-ouc110822756
title: Persepolis Fortification Elamite Tablet 2277.101, Fort 2277.101

description: [Text Description:] Administrative text ❧ [Text or Publication Number Note:] Fort 2277.101 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. ❧ [Physical Object Note:] Upper edge, left edge broken.
DOI: 10.25549/inscriptifact-ouc110822475
title: Persepolis Fortification Elamite Tablet 2277.101, Fort 2277.101

description: [Text Description:] Administrative text ❧ [Text or Publication Number Note:] Fort 2277.101 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. ❧ [Physical Object Note:] Upper edge, left edge broken.
DOI: 10.25549/inscriptifact-ouc110821362
title: Persepolis Fortification Elamite Tablet 2273.103, Fort 2273.103

description: [Text Description:] Administrative text ❧ [Text or Publication Number Note:] Fort 2273.103 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. ❧ [Physical Object Note:] All edges broken, except for small part of bottom edge.
DOI: 10.7910/dvn/iswsev
title: Wright Casebook Edited; Docketed Case: 23,246
DOI: 10.7910/dvn/jbty6v
title: A factorial survey on verbal administrative communication

description: Data for: Eckhard, S. & Friedrich, L. (2022). Linguistic features of public service encounters: How spoken administrative language affects citizen satisfaction. Journal of Public Administration Research and Theory