cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.hqbvj5
title: Occurrence Download

description: A dataset containing 2051 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Oxynoemacheilus kentritensis, Garra cornigera, Garra trilobata, Eigenmannia matintapereira, Eigenmannia muirapinima, Eigenmannia pavulagem, Lepidocephalichthys eleios, Pomatoschistus anatoliae, Thorichthys panchovillai, Cobitis leptosoma, Cobitis wumingensis, Cobitis obtusirostra, Triplophysa daochengensis, Pseudolaguvia fucosa, Guyanancistrus nassauensis, Guyanancistrus brownsbergensis, Guyanancistrus teretirostris, Cryptancistrus similis, Guyanancistrus tenuis, Guyanancistrus megastictus, Amblyceps yunnanense, Amblyceps waikhomi, Dasyloricaria paucisquama, Oxynoemacheilus ciceki, Amaralia oviraptor, Schistura indawgyiana, Gymnotus cuia, Eigenmannia waiwai, Xenotoca doadrioi, Xenotoca lyonsi, Badis pancharatnaensis, Lentipes kolobangara, Cobitis takenoi, Cobitis nigrolinea, Cobitis fimbriata, Cobitis qujiangensis, Cobitis brevipinna, Pangasius silasi, Schistura albisella, Schistura musa, Schistura crassa, Schistura colossa, Schistura klydonion, Schistura epixenos, Schistura thavonei, Melanorivulus proximus, Melanorivulus nigromarginatus, Melanorivulus linearis, Melanorivulus nigropunctatus, Melanorivulus ofaie, Cynolebias elegans, Cynolebias gorutuba, Austrolebias pelotapes, Austrolebias pongondo, Microphysogobio zhangi, Microphysogobio xianyouensis, Saurogobio punctatus, Paralithoxus jariensis, Paralithoxus raso, Curculionichthys tukana, Curculionichthys itaim, Garra nepalensis, Triplophysa luochengensis, Triplophysa tianlinensis, Tarumania walkerae, Garra biloborostris, Labeo filiferus, Labeo nigrescens, Cobitis sakahoko, Leporinus multimaculatus, Leporinus torrenticola, Charax awa, Leptotocinclus ctenistus, Leptotocinclus madeirae, Nannoxyropsis acicula, Nannoxyropsis ephippia, Otocinclus juruenae, Triplophysa shiyangensis, Monopterus rongsaw, Astyanax acatlanensis, Astyanax bacalarensis, Astyanax cubilhuitz, Astyanax macal, Astyanax ocotal, Allomogurnda multicincta, Oreochromis malagarasi, Astyanax rioverde, Astyanax salvatoris, Astyanax tamiahua, Astyanax tehuacanensis, Paracanthocobitis nigrolineata, Paracanthocobitis triangula, Paracanthocobitis marmorata, Paracanthocobitis phuketensis, Devario micronema, Devario monticola, Devario fangae, Devario myitkyinae, Garra clavirostris, Garra chakpiensis)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2051 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002107-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/xnppp3dkw2
title: Data for: EFFECTS OF WATER QUALITY ON THE SALINITY GRADIENT ENERGY POTENTIAL OF RIVER MOUTHS. THE CASE OF MAGDALENA RIVER – CARIBBEAN SEA

description: Salinity and temperature CTD profiles measured on Dic 03, 2015 in *.mat Matlab format.
Scripts for calculating the theoretical SGE potential and energy inputs in *m Matlab format
DOI: 10.17632/xnppp3dkw2.1
title: Data for: EFFECTS OF WATER QUALITY ON THE SALINITY GRADIENT ENERGY POTENTIAL OF RIVER MOUTHS. THE CASE OF MAGDALENA RIVER – CARIBBEAN SEA

description: Salinity and temperature CTD profiles measured on Dic 03, 2015 in *.mat Matlab format.
Scripts for calculating the theoretical SGE potential and energy inputs in *m Matlab format
DOI: 10.17632/pwv8p9kxbb
title: Experiments to validate BlueLog: A versatile low-cost instrument for monitoring water level in coastal applications

description: This database include a set of laboratoy and field experiments carried out to validate a new instrument for measuring static and dynamic water column pressure is presented here. The instrument has been named BlueLog.
Two types of pressure measurement tests were performed in the laboratory. First, hydrostatic pressure measurements were carried out during the (fast and slow) filling and emptying of a tank where the water remains at rest. Second, dynamic conditions were registered considering oscillatory flow in a wave flume (with dimensions of 25 m long, 1 m wide, and 1 m height) as waves propagate over the pressure sensors. Under hydrostatic and oscillatory flow conditions, a comparative performance analysis was carried out between BlueLog and two commercial wave/pressure sensors (RBRduo from RBR Ltd. and Aqualogger P520 from AQUATEC ltd.) to verify the reliability of the de-veloped sensor, taking as reference the commercial ones. Three different monochromatic wave heights were simulated in the wave flume for different tests: H1 = 0.07 m (Case 1), H2 = 0.10 m (Case 2), and H3 = 0.12 m (Case 3).
Afterwards, the performance of the BlueLog was also validated under field conditions in Bocagrande beach (Cartagena, Colombian Caribbean Coast) in August 26th, 2017. BlueLog and RBR sensors were deployed in the surf zone of the beach in coordinates 10.399ºN, -75.564ºE considering a mean water depth of 1.2 m. Measurements were carried out for three different sea states changing the sampling frequency in both instruments between 6 Hz (Case 4), 4 Hz (Case 5), and 2 Hz (Case 6), considering data bursts of 2048 samples for all cases.

File descriptions: Data of comparative performance analysis between BlueLog and two commer-cial wave/pressure sensors (RBRduo from RBR Ltd. and Aqualogger P520 from AQUATEC ltd.).

The names of the files refer to the number of the figure in the associated maniscript where the data is shown.

Data in Matlab format

Three kind of validation test where carried out:
1. (Figure 5): hydrostatic pressure measurements were carried out during the (a) fast and b) slow) filling and emptying of a tank where the water remains at rest.

2. (Figure 6): dynamic conditions were registered considering oscillatory flow in a wave flume. Three different monochromatic wave heights were simulated in the wave flume for different tests: H1 = 0.07 m (Case 1), H2 = 0.10 m (Case 2), and H3 = 0.12 m (Case 3).

3. (Figure 7): Validation under field conditions in Bocagrande beach (Cartagena, Colombian Caribbean Coast). BlueLog and RBR sensors were deployed in the surf zone of the beach in coor-dinates 10.399ºN, -75.564ºE considering a mean water depth of 1.2 m. Measurements were carried out for three different sea states changing the sampling frequency in both instruments between 6 Hz (Case 4), 4 Hz (Case 5), and 2 Hz (Case 6), considering data bursts of 2048 samples for all cases.
DOI: 10.17632/pwv8p9kxbb.3
title: Experiments to validate BlueLog: A versatile low-cost instrument for monitoring water level in coastal applications

description: This database include a set of laboratoy and field experiments carried out to validate a new instrument for measuring static and dynamic water column pressure is presented here. The instrument has been named BlueLog.
Two types of pressure measurement tests were performed in the laboratory. First, hydrostatic pressure measurements were carried out during the (fast and slow) filling and emptying of a tank where the water remains at rest. Second, dynamic conditions were registered considering oscillatory flow in a wave flume (with dimensions of 25 m long, 1 m wide, and 1 m height) as waves propagate over the pressure sensors. Under hydrostatic and oscillatory flow conditions, a comparative performance analysis was carried out between BlueLog and two commercial wave/pressure sensors (RBRduo from RBR Ltd. and Aqualogger P520 from AQUATEC ltd.) to verify the reliability of the de-veloped sensor, taking as reference the commercial ones. Three different monochromatic wave heights were simulated in the wave flume for different tests: H1 = 0.07 m (Case 1), H2 = 0.10 m (Case 2), and H3 = 0.12 m (Case 3).
Afterwards, the performance of the BlueLog was also validated under field conditions in Bocagrande beach (Cartagena, Colombian Caribbean Coast) in August 26th, 2017. BlueLog and RBR sensors were deployed in the surf zone of the beach in coordinates 10.399ºN, -75.564ºE considering a mean water depth of 1.2 m. Measurements were carried out for three different sea states changing the sampling frequency in both instruments between 6 Hz (Case 4), 4 Hz (Case 5), and 2 Hz (Case 6), considering data bursts of 2048 samples for all cases.

File descriptions: Data of comparative performance analysis between BlueLog and two commer-cial wave/pressure sensors (RBRduo from RBR Ltd. and Aqualogger P520 from AQUATEC ltd.).

The names of the files refer to the number of the figure in the associated maniscript where the data is shown.

Data in Matlab format

Three kind of validation test where carried out:
1. (Figure 5): hydrostatic pressure measurements were carried out during the (a) fast and b) slow) filling and emptying of a tank where the water remains at rest.

2. (Figure 6): dynamic conditions were registered considering oscillatory flow in a wave flume. Three different monochromatic wave heights were simulated in the wave flume for different tests: H1 = 0.07 m (Case 1), H2 = 0.10 m (Case 2), and H3 = 0.12 m (Case 3).

3. (Figure 7): Validation under field conditions in Bocagrande beach (Cartagena, Colombian Caribbean Coast). BlueLog and RBR sensors were deployed in the surf zone of the beach in coor-dinates 10.399ºN, -75.564ºE considering a mean water depth of 1.2 m. Measurements were carried out for three different sea states changing the sampling frequency in both instruments between 6 Hz (Case 4), 4 Hz (Case 5), and 2 Hz (Case 6), considering data bursts of 2048 samples for all cases.
DOI: 10.17632/9jv3dfdzbb
title: Protocol for using the MCA toolbox in ImageJ for single cell calcium imaging analysis

description: Here, we provide a description of the behavioral response and dataset used for this protocol pipeline. Following the loss of environmental illumination, zebrafish will engage in a circling behavior in an attempt to locate a source of light.2–5 On repeated observations of this behavior, zebrafish and other fish species will preferentially circle in a consistent direction, exhibiting a persistent motor bias for either leftward or rightward circling2,6. This behavior is controlled by a subset of approximately 60 neurons in the lateral thalamus referred to as asymmetry maintaining neurons (AMNs). The AMNs are made up of two bilateral clusters that maintain an individual’s motor bias direction. Following the loss of illumination, AMNs will exhibit larger calcium flux in the AMN cluster from the hemisphere contralateral to the individual’s bias.7 For example, a rightward circling zebrafish will exhibit stronger responses to the loss of illumination from the AMN cluster in the left hemisphere of the brain. This correlation between behavior, neurophysiology, and neuron type provides a powerful system to resolve and evaluate functional imaging data. Moreover, this dataset allows for the application of motion correction, cell segmentation using nuclear localized GCaMP, and ROI segmentation. For the purpose of this protocol, the calcium imaging dataset used to determine this functional thalamic asymmetry will be used as a sample dataset. However, MCA is compatible with a variety of functional imaging techniques and is viable across multiple GEIs, model organisms, and imaging methods such as confocal and multiphoton based functional imaging. This protocol is targeted towards computers and laptops running the Microsoft Windows 11 operating system; however, it is also applicable to Linux and Mac operating systems.
DOI: 10.17632/9jv3dfdzbb.1
title: Protocol for using the MCA toolbox in ImageJ for single cell calcium imaging analysis

description: Here, we provide a description of the behavioral response and dataset used for this protocol pipeline. Following the loss of environmental illumination, zebrafish will engage in a circling behavior in an attempt to locate a source of light.2–5 On repeated observations of this behavior, zebrafish and other fish species will preferentially circle in a consistent direction, exhibiting a persistent motor bias for either leftward or rightward circling2,6. This behavior is controlled by a subset of approximately 60 neurons in the lateral thalamus referred to as asymmetry maintaining neurons (AMNs). The AMNs are made up of two bilateral clusters that maintain an individual’s motor bias direction. Following the loss of illumination, AMNs will exhibit larger calcium flux in the AMN cluster from the hemisphere contralateral to the individual’s bias.7 For example, a rightward circling zebrafish will exhibit stronger responses to the loss of illumination from the AMN cluster in the left hemisphere of the brain. This correlation between behavior, neurophysiology, and neuron type provides a powerful system to resolve and evaluate functional imaging data. Moreover, this dataset allows for the application of motion correction, cell segmentation using nuclear localized GCaMP, and ROI segmentation. For the purpose of this protocol, the calcium imaging dataset used to determine this functional thalamic asymmetry will be used as a sample dataset. However, MCA is compatible with a variety of functional imaging techniques and is viable across multiple GEIs, model organisms, and imaging methods such as confocal and multiphoton based functional imaging. This protocol is targeted towards computers and laptops running the Microsoft Windows 11 operating system; however, it is also applicable to Linux and Mac operating systems.
DOI: 10.17632/3mbnb82mxd.1
title: Tomato Leaf Disease Classification Dataset in Pakistan

description: This dataset comprises 7,200 images of tomato leaves collected from real-time agricultural field conditions in Pakistan. The images were captured using a smartphone camera under natural lighting, without controlled backgrounds, to reflect realistic field environments. The dataset includes six classes: Early Blight, Late Blight, Septoria Leaf Spot, Leaf Mold, Yellow Leaf Curl Virus, and Healthy leaves. All images are stored in JPG format with consistent resolution and were manually labeled based on visible disease symptoms. The dataset is intended to support research and development in machine learning, deep learning, and computer vision, particularly for tomato leaf disease detection and precision agriculture applications under real-world conditions.
DOI: 10.17632/6bhx2szs7d
title: Raw data - Toads 2026
DOI: 10.17632/6bhx2szs7d.1
title: Raw data - Toads 2026
DOI: 10.6084/m9.figshare.31113338
title: Continuity of eastern Beringian megafauna phylogenetic diversity following deposition of the Late Pleistocene Dawson tephra

description: Volcanic eruptions can deposit ash, or tephra, across the landscape hundreds to thousands of kilometers from the source volcano. The ecological and genetic effects of ancient ashfall events are only known sparsely from the geological record and from modern genomic studies. About 29,000 years ago, a volcanic eruption in the Aleutian archipelago deposited ash across the eastern Beringian mammoth steppe. The resulting Dawson tephra is visible in loess deposits in interior Alaska and Yukon, with thicknesses ranging from 5 to 80 cm at a distance of 1,700 km from its source. To explore the impact of this ashfall event on ecosystem dynamics, we used sedimentary ancient DNA (<i>sed</i>aDNA) approaches to isolate population and community level genomic data from several exposures of Dawson tephra in the Klondike region of Yukon, Canada. We found no significant changes to species assemblages associated with the ashfall event, and no significant change in megafauna phylogenetic diversity after the ashfall. Our results suggest that the Beringian mammoth steppe ecosystem was resilient to ecological disturbance and reinforce the value of <i>sed</i>aDNA to investigate past environmental dynamics.
DOI: 10.6084/m9.figshare.31113338.v2
title: Continuity of eastern Beringian megafauna phylogenetic diversity following deposition of the Late Pleistocene Dawson tephra

description: Volcanic eruptions can deposit ash, or tephra, across the landscape hundreds to thousands of kilometers from the source volcano. The ecological and genetic effects of ancient ashfall events are only known sparsely from the geological record and from modern genomic studies. About 29,000 years ago, a volcanic eruption in the Aleutian archipelago deposited ash across the eastern Beringian mammoth steppe. The resulting Dawson tephra is visible in loess deposits in interior Alaska and Yukon, with thicknesses ranging from 5 to 80 cm at a distance of 1,700 km from its source. To explore the impact of this ashfall event on ecosystem dynamics, we used sedimentary ancient DNA (<i>sed</i>aDNA) approaches to isolate population and community level genomic data from several exposures of Dawson tephra in the Klondike region of Yukon, Canada. We found no significant changes to species assemblages associated with the ashfall event, and no significant change in megafauna phylogenetic diversity after the ashfall. Our results suggest that the Beringian mammoth steppe ecosystem was resilient to ecological disturbance and reinforce the value of <i>sed</i>aDNA to investigate past environmental dynamics.
DOI: 10.6084/m9.figshare.31113338.v1
title: Continuity of eastern Beringian megafauna phylogenetic diversity following deposition of the Late Pleistocene Dawson tephra

description: Volcanic eruptions can deposit ash, or tephra, across the landscape hundreds to thousands of kilometers from the source volcano. The ecological and genetic effects of ancient ashfall events are only known sparsely from the geological record and from modern genomic studies. About 29,000 years ago, a volcanic eruption in the Aleutian archipelago deposited ash across the eastern Beringian mammoth steppe. The resulting Dawson tephra is visible in loess deposits in interior Alaska and Yukon, with thicknesses ranging from 5 to 80 cm at a distance of 1,700 km from its source. To explore the impact of this ashfall event on ecosystem dynamics, we used sedimentary ancient DNA (<i>sed</i>aDNA) approaches to isolate population and community level genomic data from several exposures of Dawson tephra in the Klondike region of Yukon, Canada. We found no significant changes to species assemblages associated with the ashfall event, and no significant change in megafauna phylogenetic diversity after the ashfall. Our results suggest that the Beringian mammoth steppe ecosystem was resilient to ecological disturbance and reinforce the value of <i>sed</i>aDNA to investigate past environmental dynamics.
DOI: 10.15468/dl.3rcc8t
title: Occurrence Download

description: A dataset containing 23633 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is Portugal",
 "TaxonKey is Phaeophyceae"
 ]
}

 The dataset includes 23633 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002105-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18432277
title: JADID MA'RIFATPARVARLARINING PEDAGOGIK G'OYALARI VA ULARNING ZAMONAVIY TA'LIM TIZIMIDAGI AHAMIYATI

description: Mazkur maqolada XX asr boshlarida Turkiston hududida faoliyat yuritgan jadid ma’rifatparvarlarining pedagogik g‘oyalari ilmiy-nazariy jihatdan tahlil qilinadi. Jadidlarning ta’lim-tarbiya borasidagi qarashlari, ayniqsa, milliy ong, vatanparvarlik, ma’naviy-axloqiy tarbiya va zamonaviy bilimlarni egallash masalalariga bo‘lgan yondashuvlari ochib beriladi. Shuningdek, jadid ma’rifatparvarlari pedagogik merosining bugungi ta’lim tizimidagi dolzarbligi va undan foydalanish imkoniyatlari asoslab beriladi.
DOI: 10.5281/zenodo.18432278
title: JADID MA'RIFATPARVARLARINING PEDAGOGIK G'OYALARI VA ULARNING ZAMONAVIY TA'LIM TIZIMIDAGI AHAMIYATI

description: Mazkur maqolada XX asr boshlarida Turkiston hududida faoliyat yuritgan jadid ma’rifatparvarlarining pedagogik g‘oyalari ilmiy-nazariy jihatdan tahlil qilinadi. Jadidlarning ta’lim-tarbiya borasidagi qarashlari, ayniqsa, milliy ong, vatanparvarlik, ma’naviy-axloqiy tarbiya va zamonaviy bilimlarni egallash masalalariga bo‘lgan yondashuvlari ochib beriladi. Shuningdek, jadid ma’rifatparvarlari pedagogik merosining bugungi ta’lim tizimidagi dolzarbligi va undan foydalanish imkoniyatlari asoslab beriladi.
DOI: 10.17632/35hcbr3nnz
title: Supplementary Materials for Safety and tolerability of combination oral spironolactone and low-dose oral minoxidil for hair loss in adult females: A retrospective cohort study

description: Supplementary materials for the manuscript "Safety and tolerability of combination oral spironolactone and low-dose oral minoxidil for hair loss in adult females: A retrospective cohort study" include tables and figures outlining combination treatment medication dosing (e.g., initial, max, ADE-associated doses of spironolactone and oral minoxidil), patient-reported reasons for therapeutic discontinuation, frequency of adverse effects attributed to medications within the combination regimen, ADE risk factor regression analysis, and cohort selection.
DOI: 10.5281/zenodo.17405243
title: GeoLocator Data Package: Eurasian Wrynecks from Germany

description: This Geolocator Data Package contains the raw and analyzed data (using GeoPressureR) for nine Eurasian Wrynecks (Jynx torquilla) tracked from Germany,

If you would like to use the data, please contact Martins Briedis (martins.briedis@vogelwarte.ch)
DOI: 10.5281/zenodo.17405244
title: GeoLocator Data Package: Eurasian Wrynecks from Germany

description: This Geolocator Data Package contains the raw and analyzed data (using GeoPressureR) for nine Eurasian Wrynecks (Jynx torquilla) tracked from Germany,

If you would like to use the data, please contact Martins Briedis (martins.briedis@vogelwarte.ch)
DOI: 10.17632/35hcbr3nnz.1
title: Supplementary Materials for Safety and tolerability of combination oral spironolactone and low-dose oral minoxidil for hair loss in adult females: A retrospective cohort study

description: Supplementary materials for the manuscript "Safety and tolerability of combination oral spironolactone and low-dose oral minoxidil for hair loss in adult females: A retrospective cohort study" include tables and figures outlining combination treatment medication dosing (e.g., initial, max, ADE-associated doses of spironolactone and oral minoxidil), patient-reported reasons for therapeutic discontinuation, frequency of adverse effects attributed to medications within the combination regimen, ADE risk factor regression analysis, and cohort selection.