cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18684835
title: INKLYUZIV TA'LIM SHAROITIDA ALOHIDA EHTIYOJLI BOLALARNI TENGDOSHLARI GURUHIGA IJTIMOIY-PEDAGOGIK MOSLASHTIRISH TEXNOLOGIYALARI

description: Ushbu maqola inklyuziv ta’lim sharoitida alohida ta’lim ehtiyojlari bo‘lgan bolalarni (nogironligi bo‘lgan yoki rivojlanishida o‘ziga xos xususiyatlarga ega bolalar) tengdoshlari guruhiga ijtimoiy-pedagogik moslashtirish texnologiyalarini ilmiy asosda o‘rganadi. Tadqiqot O‘zbekistonning normativ-huquqiy bazasi (PQ-4860, PQ-5217, 638-son qarorlar) va xalqaro tajribalar (UNICEF, PMC, Frontiers tadqiqotlari) asosida moslashtirish jarayonining psixologik-pedagogik, ijtimoiy va texnologik jihatlarini tahlil qiladi. Natijalar shuni ko‘rsatadiki, Universal Design for Learning (UDL), Multi-Tiered System of Supports (MTSS), o‘yin asosidagi interaktiv faoliyatlar, peer mentoring, kommunikativ texnologiyalar va oila-maktab hamkorligi kabi texnologiyalar bolalarning ijtimoiy moslashuvini, tengdoshlar bilan munosabatini va jamiyatga integratsiyasini sezilarli darajada yaxshilaydi. Maqola O‘zbekiston inklyuziv ta’lim tizimida ushbu texnologiyalarni qo‘llash bo‘yicha amaliy tavsiyalar beradi, bu esa bolalarning to‘laqonli ijtimoiy rivojlanishiga va teng huquqli ta’lim olishiga hissa qo‘shadi.
DOI: 10.5281/zenodo.18684836
title: INKLYUZIV TA'LIM SHAROITIDA ALOHIDA EHTIYOJLI BOLALARNI TENGDOSHLARI GURUHIGA IJTIMOIY-PEDAGOGIK MOSLASHTIRISH TEXNOLOGIYALARI

description: Ushbu maqola inklyuziv ta’lim sharoitida alohida ta’lim ehtiyojlari bo‘lgan bolalarni (nogironligi bo‘lgan yoki rivojlanishida o‘ziga xos xususiyatlarga ega bolalar) tengdoshlari guruhiga ijtimoiy-pedagogik moslashtirish texnologiyalarini ilmiy asosda o‘rganadi. Tadqiqot O‘zbekistonning normativ-huquqiy bazasi (PQ-4860, PQ-5217, 638-son qarorlar) va xalqaro tajribalar (UNICEF, PMC, Frontiers tadqiqotlari) asosida moslashtirish jarayonining psixologik-pedagogik, ijtimoiy va texnologik jihatlarini tahlil qiladi. Natijalar shuni ko‘rsatadiki, Universal Design for Learning (UDL), Multi-Tiered System of Supports (MTSS), o‘yin asosidagi interaktiv faoliyatlar, peer mentoring, kommunikativ texnologiyalar va oila-maktab hamkorligi kabi texnologiyalar bolalarning ijtimoiy moslashuvini, tengdoshlar bilan munosabatini va jamiyatga integratsiyasini sezilarli darajada yaxshilaydi. Maqola O‘zbekiston inklyuziv ta’lim tizimida ushbu texnologiyalarni qo‘llash bo‘yicha amaliy tavsiyalar beradi, bu esa bolalarning to‘laqonli ijtimoiy rivojlanishiga va teng huquqli ta’lim olishiga hissa qo‘shadi.
DOI: 10.15468/dl.gvn74a
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Stipagrostis lutescens"
 ]
}

 The dataset includes 55 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027864-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14881542
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.jnjsrm
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Argonauta bottgeri"
 ]
}

 The dataset includes 30 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027865-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.31364734
title: Transcript from our Innovation platform discussion for new climate service features

description: This is transcript from our Innovation platform discussion event in Khorixas, Namibia in May 2024. There ten new feature ideas for climate services were discussed together with five Namibian agriculture sector actors. They had ability to comment each idea and present criticism and new viewpoints to the topic. Outcome was that these presented ideas were mostly well received and evaluated so that they could work locally. There were also some new and interesting viewpoint presented.
DOI: 10.6084/m9.figshare.31364734.v1
title: Transcript from our Innovation platform discussion for new climate service features

description: This is transcript from our Innovation platform discussion event in Khorixas, Namibia in May 2024. There ten new feature ideas for climate services were discussed together with five Namibian agriculture sector actors. They had ability to comment each idea and present criticism and new viewpoints to the topic. Outcome was that these presented ideas were mostly well received and evaluated so that they could work locally. There were also some new and interesting viewpoint presented.
DOI: 10.15468/dl.mn3hvj
title: Occurrence Download

description: A dataset containing 4063 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Argonauta argo"
 ]
}

 The dataset includes 4063 records from 133 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027866-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wqgu9m
title: Occurrence Download

description: A dataset containing 5874 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ictiobus bubalus",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 5874 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027871-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.asansa
title: Occurrence Download

description: A dataset containing 34834 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Melitaea parthenoides"
 ]
}

 The dataset includes 34834 records from 811 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027867-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18684558
title: CLARS-FTS Spectralon XGHGs (2011-2023)

description: This dataset contains the column-averaged dry air mole fractions of carbon dioxide (XCO2), methane (XCH4), and carbon monoxide (XCO) retrieved from the California Laboratory for Atmospheric Remote Sensing Fourier Transform Spectrometer (CLARS-FTS). The measurements were collected in Spectralon viewing mode (pointing at a Spectralon diffusing plate to observe the direct solar spectrum) from the Mount Wilson Observatory, California.

The data spans from August 2011 to July 2023 and was used to characterize the instrument's long-term stability and calibrate greenhouse gas retrievals for the Los Angeles Basin.
DOI: 10.5281/zenodo.18684557
title: CLARS-FTS Spectralon XGHGs (2011-2023)

description: This dataset contains the column-averaged dry air mole fractions of carbon dioxide (XCO2), methane (XCH4), and carbon monoxide (XCO) retrieved from the California Laboratory for Atmospheric Remote Sensing Fourier Transform Spectrometer (CLARS-FTS). The measurements were collected in Spectralon viewing mode (pointing at a Spectralon diffusing plate to observe the direct solar spectrum) from the Mount Wilson Observatory, California.

The data spans from August 2011 to July 2023 and was used to characterize the instrument's long-term stability and calibrate greenhouse gas retrievals for the Los Angeles Basin.
DOI: 10.15468/dl.5cd8wv
title: Occurrence Download

description: A dataset containing 277 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Stipagrostis namaquensis"
 ]
}

 The dataset includes 277 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027872-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48580/df6g.v80
title: An Inventory Of The Butterflies Of Manipur, India (Insecta: Lepidoptera)
DOI: 10.15468/86pnsm
title: Foraminifera and other protozoa (TSZF) The Arctic University Museum of Norway

description: Foraminifera and Ciliophora from the collection of the Arctic University Museum of Norway (previously Tromsø Museum).
DOI: 10.15468/5p3fzy
title: Cnidaria and Ctenophora (TSZR) The Arctic University Museum of Norway

description: Overview over specimens of Cnidaria and Ctenophora (the obsolete Radiata, hence TSZR) that are stored in the collection of the Arctic University Museum of Norway (previously Tromsø Museum).
DOI: 10.15468/dl.k6jutq
title: Occurrence Download

description: A dataset containing 855 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Argonauta nodosus"
 ]
}

 The dataset includes 855 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027873-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2kz9a7
title: Occurrence Download

description: A dataset containing 799 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Argonauta hians"
 ]
}

 The dataset includes 799 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027874-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48580/d4fx.v90
title: Spinnengids
DOI: 10.15468/ygrgt4
title: Bryozoa, Brachiopoda and Entoprocta (TSZBr) The Arctic University Museum of Norway

description: Overview over specimens of Bryozoa, Brachiopoda and Entoprocta that are stored in the collection of the Arctic University Museum of Norway (previously Tromsø Museum).
DOI: 10.7944/20cn-3n12
title: Datasets for: Habitat Suitability Modeling for the Houston Toad

description: Datasets were provided to the Austin Ecological Services Field Office.  Links are provided to the habitat suitability final report, and related article in the related identifiers of this metadata.

Houston Toad Habitat Suitability Models – 2025

Summary
-------
This dataset collection includes raster-based habitat suitability models for the endangered Houston Toad (Anaxyrus [Bufo] houstonensis), developed to support conservation planning and ecological research across its range in Texas. The primary ensemble model was built using 14 geologic, vegetation, and climate variables at a 0.8 sq. km resolution. Variables with the highest importance included deep sand (60–100 cm), average March temperature (1970–2000), and forest cover. This model is recommended for landscape-scale conservation and mitigation decision-making.

Scale: 0 (not habitat) to 1 (highly suitable habitat)
Reference: Walkup et al. 2025; Bowers et al. 2024 (See related identifiers)
More info: https://www.fws.gov/species/houston-toad-bufo-houstonensis

Model 1 – Occurrence-Informed Presence Prediction
--------------------------------------------------
This raster model estimates the likelihood of Houston Toad presence at a 30 m resolution. It restricts predictions to geologic formation patches with known occurrence records, assigning zero probability to areas outside these formations. Soil and geology were combined into a substrate score, and tree canopy cover was weighted evenly with substrate scores.

Recommended Use: Identifying areas within the Houston Toad’s range for targeted conservation or preservation.

Scale:
1 = No likelihood of presence
2 = Very Low
3 = Low
4 = Medium
5 = High

Note: If the raster does not display the correct scale in ArcPro, right-click the layer name, choose Symbology, then select Unique Values in the primary symbology dropdown. Confirm to compute unique values.

Reference: Bowers et al. 2024
More info: https://www.fws.gov/species/houston-toad-bufo-houstonensis

Model 4 – Restoration and Reintroduction Potential
--------------------------------------------------
This raster model evaluates restoration and reintroduction potential at a 30 m resolution. Unlike other models, it does not assume geologic formations directly influence habitat suitability. Instead, it focuses on soil and tree canopy cover, aligning closely with the 2008 Buzo models.

Recommended Use: Identifying areas with potential for habitat restoration and species reintroduction, rather than direct habitat suitability.

Scale:
1 = No restoration potential
2 = Low
3 = Medium
4 = High
5 = Reintroduction potential (given appropriate hydrology)

Note: If the raster does not display the correct scale in ArcPro, right-click the layer name, choose Symbology, then select Unique Values in the primary symbology dropdown. Confirm to compute unique values.

Reference: Bowers et al. 2024
More info: https://www.fws.gov/species/houston-toad-bufo-houstonensis
DOI: 10.6084/m9.figshare.28292336
title: Data and code supporting publication: Low-intensity urban development delays the spring departures of nonbreeding migratory bird populations

description: These are the data and code supporting the publication titled "Low-intensity urban development delays the spring departures of non-breeding migratory bird populations", published in <i>Ecosphere</i> in 2026..csv files are the checklists data for each species. These .csv files are also included in Adams_2026_data_and_code.zip
DOI: 10.6084/m9.figshare.31365369
title: Scalable skewed Bayesian inference for latent Gaussian models using INLA and variational Bayes

description: Approximate Bayesian inference for the class of latent Gaussian models can be achieved effciently with integrated nested Laplace approximations (INLA). Based on recent reformulations in the INLA methodology, we propose a further extension that is necessary in some cases like heavy-tailed likelihoods or binary regression with imbalanced data, among others. This extension formulates a skewed version of the Laplace method, such that some marginals are skewed and some are kept Gaussian, while the dependence is maintained with the Gaussian copula from the Laplace method. Our approach is formulated to be scalable in model complexity and data size, using a variational inferential framework enveloped in INLA. We illustrate the necessity and performance using simulated cases, as well as applications to a rare disease where class imbalance is naturally present, and a large diabetes dataset.
DOI: 10.6084/m9.figshare.31365369.v1
title: Scalable skewed Bayesian inference for latent Gaussian models using INLA and variational Bayes

description: Approximate Bayesian inference for the class of latent Gaussian models can be achieved effciently with integrated nested Laplace approximations (INLA). Based on recent reformulations in the INLA methodology, we propose a further extension that is necessary in some cases like heavy-tailed likelihoods or binary regression with imbalanced data, among others. This extension formulates a skewed version of the Laplace method, such that some marginals are skewed and some are kept Gaussian, while the dependence is maintained with the Gaussian copula from the Laplace method. Our approach is formulated to be scalable in model complexity and data size, using a variational inferential framework enveloped in INLA. We illustrate the necessity and performance using simulated cases, as well as applications to a rare disease where class imbalance is naturally present, and a large diabetes dataset.
DOI: 10.6084/m9.figshare.28292336.v1
title: Data and code supporting publication: Low-intensity urban development delays the spring departures of nonbreeding migratory bird populations

description: These are the data and code supporting the publication titled "Low-intensity urban development delays the spring departures of non-breeding migratory bird populations", published in <i>Ecosphere</i> in 2026..csv files are the checklists data for each species. These .csv files are also included in Adams_2026_data_and_code.zip
DOI: 10.15468/dl.uwnq4u
title: Occurrence Download

description: A dataset containing 361704 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Asclepias",
 "Year 1947-2026"
 ]
}

 The dataset includes 361704 records from 337 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027804-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.31365405
title: FDR control in feature screening for ultrahigh-dimensional right-censored data via data-driven threshold selection

description: Identifying key factors related to patients’ survival times from a vast set of covariates is essential for optimizing treatment strategies and advancing precision medicine. Feature screening is a powerful tool for this task, where threshold selection plays a critical role in distinguishing active from inactive covariates. However, conventional methods often apply hard thresholding rules that retain a fixed number of covariates, potentially leading to suboptimal outcomes by omitting active covariates or including many irrelevant ones. Balancing the identification of active covariates while controlling the false discovery rate (FDR) remains challenging, particularly with ultrahigh-dimensional censored data. In this paper, we propose a data-driven threshold selection procedure and introduce a novel feature screening method with FDR control, specifically tailored for ultrahigh-dimensional right-censored data. Our approach leverages data-splitting and reassembling techniques to construct a series of statistics with symmetry properties. Utilizing this symmetry, we develop a threshold selection procedure and a feature screening method that accurately identifies active covariates while maintaining strict FDR control. We establish both finite-sample and asymptotic properties for the FDR control of the proposed method under mild conditions. Simulation studies and a real data application demonstrate that our method outperforms existing approaches in variable selection accuracy and FDR control.
DOI: 10.5517/cc58ftn
title: CCDC 157071: Experimental Crystal Structure Determination

description: Related Article: S.R.Bayly, E.R.Humphrey, H.de Chair, C.G.Paredes, Z.R.Bell, J.C.Jeffery, J.A.McCleverty, M.D.Ward, F.Totti, D.Gatteschi, S.Courric, B.R.Steele, C.G.Screttas|2001|J.Chem.Soc.,Dalton Trans.||1401|doi:10.1039/b100681i
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc58mxy
title: CCDC 157260: Experimental Crystal Structure Determination

description: Related Article: O.Kristiansson, L.-E.Tergenius|2001|J.Chem.Soc.,Dalton Trans.||1415|doi:10.1039/b100734n
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc58myz
title: CCDC 157261: Experimental Crystal Structure Determination

description: Related Article: O.Kristiansson, L.-E.Tergenius|2001|J.Chem.Soc.,Dalton Trans.||1415|doi:10.1039/b100734n
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc5cxbr
title: CCDC 160404: Experimental Crystal Structure Determination

description: Related Article: K.M.Anderson, N.G.Connelly, N.J.Goodwin, G.R.Lewis, M.T.Moreno, A.G.Orpen, A.J.Wood|2001|J.Chem.Soc.,Dalton Trans.||1421|doi:10.1039/b100721l
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc5cxcs
title: CCDC 160405: Experimental Crystal Structure Determination

description: Related Article: K.M.Anderson, N.G.Connelly, N.J.Goodwin, G.R.Lewis, M.T.Moreno, A.G.Orpen, A.J.Wood|2001|J.Chem.Soc.,Dalton Trans.||1421|doi:10.1039/b100721l
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc57rw0
title: CCDC 156422: Experimental Crystal Structure Determination

description: Related Article: P.D.Beer, P.V.Bernhardt|2001|J.Chem.Soc.,Dalton Trans.||1428|doi:10.1039/b100439p
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc5cxdt
title: CCDC 160406: Experimental Crystal Structure Determination

description: Related Article: K.M.Anderson, N.G.Connelly, N.J.Goodwin, G.R.Lewis, M.T.Moreno, A.G.Orpen, A.J.Wood|2001|J.Chem.Soc.,Dalton Trans.||1421|doi:10.1039/b100721l
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc57rx1
title: CCDC 156423: Experimental Crystal Structure Determination

description: Related Article: P.D.Beer, P.V.Bernhardt|2001|J.Chem.Soc.,Dalton Trans.||1428|doi:10.1039/b100439p
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.