cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.48577/jpl.83tvuf
title: Brief communication: Not as dirty as they look, flawed airborne and satellite snow spectra

description: Key to the success of spaceborne missions is understanding snowmelt in our warming climate, as this has implications for nearly 2 billion people. An obstacle is that surface reflectance products over snow show an erroneous hook with decreases in the visible wavelengths, causing per-5 band and broadband reflectance errors of up to 33 % and 11 %, respectively. This hook is sometimes mistaken for soot or dust but can result from three artifacts: (1) background re- flectance that is too dark, (2) an assumption of level terrain, or (3) differences in optical constants of ice. Sensor calibra-10 tion and directional effects may also contribute. Solutions are being implemented.
DOI: 10.48577/jpl.ht1wo6
title: Paper: Leveraging Ceres to Gain Insights into Candidate Ocean Worlds Orbiting Uranus

description: Ceres, located in the asteroid belt, exhibits intriguing parallels with two of the large Uranian satellites: Umbriel and Oberon. These similarities include size, bulk compositions, and dominantly radiogenic internal heat sources. We identify morphologically similar features on Ceres, Umbriel, and Oberon, and introduce new formation hypotheses, to consider alongside those that already exist, for the following two morphological features. (1) Brines from an impact-induced melt reservoir, potentially replenished by a subsurface ocean, may have formed the bright deposit in Wunda crater, on Umbriel, which we present as a new hypothesis alongside the previously proposed cold-trapped CO2 ice deposit or cryovolcanism hypotheses. (2) A slurry of brine and solids, also potentially sourced from a subsurface ocean, may have formed the unnamed mountain on Oberon as a cryovolcanic dome, which we present as an additional possibility alongside the previously proposed impact crater central peak, tectonic feature, or remnant equatorial ridge hypotheses. We identify the data that could be collected by a future mission to test these hypotheses, in particular panchromatic images of at least 1 km/pixel and spatially resolved spectra in the infrared (IR) of at least 8 km/pixel. Future observations such as these would contribute to the overall understanding of the evolution of these candidate ocean worlds and their potential habitability.
DOI: 10.17632/fx79vmhj4x.3
title: GOTHIC SONG LYRICS AND IT'S CULTURAL IMPACT

description: Gothic culture is a subculture characterized by:

Key Features
1. *Aesthetics*: Dark, mysterious, and often Victorian or medieval-inspired fashion, music, and art.
2. *Music*: Gothic rock, industrial, and darkwave music genres.
3. *Themes*: Death, love, loss, and existential crises are common themes.
4. *Community*: Goths often form close-knit communities, sharing interests and values.

Isolation
While some Goths might experience social isolation due to:

1. *Mainstream misunderstanding*: Gothic culture can be misunderstood or stigmatized by mainstream society.
2. *Niche interests*: Goths may find it challenging to connect with people outside their subculture.

However, many Goths find a sense of belonging and community within the Gothic subculture.

Connection to Others
Goths often connect with like-minded individuals through:

1. *Music festivals*: Events like Wave Gotik Treffen or Whitby Gothic Weekend.
2. *Online forums*: Social media groups, forums, and online communities.
3. *Local meetups*: Goth clubs, cafes, or meetups.

Gothic culture can provide a sense of belonging and identity for those who resonate with its themes and aesthetics.
DOI: 10.48577/jpl.lje9hw
title: Tracing Ammonia Emission Sources in California's Salton Sea Region: Insights from Airborne Longwave-Infrared Hyperspectral Imaging and Ground Monitoring

description: Ammonia (NH₃) plays an important role in atmospheric chemistry and air quality, but its emissions remain poorly constrained due to its short atmospheric lifetime, high spatial heterogeneity, and limited coverage of existing monitoring resources. This study integrates airborne longwave-infrared (LWIR) hyperspectral imaging at ~2 m spatial resolution with ground-based stationary and mobile in-situ measurements to map and characterize NH₃ emissions in two regions near the Salton Sea in Southern California: Mecca in the northwest and Imperial in the southeast. Airborne surveys conducted in March and September 2023 using The Aerospace Corporation’s Mako imager revealed pronounced spatial and seasonal variability. Average NH₃ levels in Imperial were 2.5 to 9 times higher than those in Mecca, linked primarily to large, concentrated animal feeding operations (CAFOs), geothermal power plants, fumaroles, and intensive agricultural activities. Ground-based mobile monitoring corroborated these findings, showing elevated NH₃ levels near these sources and detected especially high NH₃ concentrations downwind of CAFOs with large cattle populations. The results underscore the utility of airborne LWIR hyperspectral imaging in detecting and mapping NH₃ at hyperlocal scales, including sources absent from existing inventories. They further highlight the need for routine airborne campaigns and the development of next-generation satellite missions with higher spatial resolution to achieve comprehensive, large-area monitoring. These findings inform air quality management strategies and emphasize the importance of improving emission inventories for effective mitigation of NH₃-driven air pollution.
DOI: 10.48577/jpl.zuacl0
title: The Sun reversed its decades-long weakening trend in 2008

description: Over the course of two decades until 2008, the solar wind became significantly weaker with a constant declining trend in many important solar wind parameters, and solar cycle 24 being the weakest on record since the start of the space age. Here we show that since 2008, the Sun has reversed this long-term weakening trend with a steady increase in various solar wind proton parameters observed at 1au. Furthermore, comparison of values from a fitted trend to data between 2008 and 2025 show the following increases in solar wind proton parameters: speed (~6%), density (~26%), temperature (~29%), thermal pressure (~45%), mass flux (~27%), momentum flux or dynamic pressure (~34%), energy flux (~40%), interplanetary magnetic field magnitude (~31%) and the radial component of the magnetic field (~33%). This has important implications on long-term solar trends, implying that the exceptional weakness of solar cycle 24 was most likely a recent outlier and that the Sun is not entering a modern era Maunder/Dalton-like minimum phase in its solar variation, but is instead recovering from a ~20-year decline. Presently, the trending average solar wind dynamic pressure of ~1.9 nPa in the current solar cycle, however, is still lower than the recorded ~2.4 nPa at the end of the 20th century. Continuous future measurements will reveal whether this increase will continue in upcoming solar cycles or whether these parameters will remain stable.
DOI: 10.48577/jpl.snky6b
title: Identification of false methane plumes for orbital imaging spectrometers: A case study with EMIT

description: Orbital imaging spectroscopy in the shortwave infrared is a powerful method for detecting and monitoring both anthropogenic and natural methane point sources. Analysts map the absorption of methane by applying spectroscopic detection methods like the matched filter or Differential Optical Absorption Spectroscopy (DOAS) independently at each pixel in a scene. Unfortunately, false detections due to instrument noise and surface spectroscopy features that mimic gas methane absorption features complicate detections of subtle methane enhancements at low signal levels. Current systems rely on manual review to vet these detections. This review process is time consuming and can be subjective for plumes close to the instrument detection limit. As observations scale up from proof of concept studies with hundreds of plumes to global monitoring systems having thousands, improved automation will be necessary to reduce the cost and subjectivity of manual review. This paper presents a new purely spectroscopic approach for rejecting false positives based on the aggregate plume transmittance. Specifically, we use the total plume transmittance as a discriminator with improved model properties and noise statistics that can dramatically improve false positive rejection rates. A sampling approach provides rigorous detection p-values that account for spatial correlations in background interference. We demonstrate the approach on a catalog of thousands of plumes from the EMIT (Earth Surface Mineral Dust Source Investigation) imaging spectrometer, and illustrate its use in the context of a methane plume mapping workflow. This process identifies 102 potential errors in the existing review process: 59 likely false positives and 43 false negatives. Including spectral information during the plume review process can disambiguate marginal detections, making methane point source observing campaigns more robust and sensitive than a review process based primarily on plume morphology.
DOI: 10.15468/dl.cdkbpr
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trapa natans",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 65 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022536-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bv46sw
title: Occurrence Download

description: A dataset containing 12753 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trapa natans",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12753 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022537-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xwmcft
title: Occurrence Download

description: A dataset containing 1542 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-56.29152 -38.5612,-58.28324 -41.21683,-56.34535 -42.07811,-54.21008 -39.47631,-56.29152 -38.5612))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Procellariiformes",
 "Year 1999-2025"
 ]
}

 The dataset includes 1542 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022538-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48577/jpl.xov925
title: Global Validation of the Version F Geophysical Data Records from the TOPEX/POSEIDON Altimetry Satellite Mission

description: We present the validation of the latest version F Geophysical Data Record (GDR-F) for the TOPEX/POSEIDON (T/P) altimetry satellite mission. The GDR-F products represent a major evolution with respect to the preceding version B Merged Geophysical Data Records (MGDR-B) that were released more than two decades ago. Specifically, the numerical retracking of the altimeter waveforms significantly mitigates long-standing issues in the TOPEX altimeter measurements such as drifts and hemispherical biases in the altimeter range and significant wave height. Additionally, GDR-F incorporates updated geophysical model standards consistent with current altimeter missions, improved sea state bias corrections, end-of-mission calibration for the microwave radiometer, and refined orbit ephemeris solutions. These enhancements notably decrease the variance of the sea surface height anomaly (SSHA) measurements, with along-track SSHA variance reduced by 25 cm2 compared to MGDR-B and crossover SSHA variance lowered by 1 cm2. GDR-F products also demonstrate improved consistency with Jason-1 measurements during their tandem mission phase, reducing the standard deviation of differences from 6 cm to 4 cm when compared to Jason-1 GDR-E data. These results confirm that GDR-F products offer a more accurate and consistent T/P data record, enhancing the quality of long-term sea level studies and supporting inter-mission altimetry continuity.
DOI: 10.17632/jtzp2npmd5
title: Research on China's Green Total Factor Productivity of Aquaculture Industry and Its Influencing Factors

description: The sample encompasses 29 freshwater provinces and 9 coastal provinces in China during the period 2009–2023, with data primarily extracted from the China Fishery Statistical Yearbook and supplemented by interpolation for missing values.
DOI: 10.17632/jtzp2npmd5.1
title: Research on China's Green Total Factor Productivity of Aquaculture Industry and Its Influencing Factors

description: The sample encompasses 29 freshwater provinces and 9 coastal provinces in China during the period 2009–2023, with data primarily extracted from the China Fishery Statistical Yearbook and supplemented by interpolation for missing values.
DOI: 10.17632/n25hs5yszr
title: Economic Assessment of Structural and Biological Conservation Measures in Taham Watershed, Iran
DOI: 10.17632/n25hs5yszr.1
title: Economic Assessment of Structural and Biological Conservation Measures in Taham Watershed, Iran
DOI: 10.15468/dl.ezfvn4
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caldisphaera lagunensis"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022539-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s8vc65
title: Occurrence Download

description: A dataset containing 3524 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Antigonus erosus"
 ]
}

 The dataset includes 3524 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022540-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15493696
title: Biodiversity from the International Space Station: multiple lenses advance species richness monitoring

description: Supporting data and code for "Biodiversity from the International Space Station: multiple lenses advance species richness monitoring".
DOI: 10.15468/dl.vab5vv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Alouatta seniculus)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022542-250717081556266/datasets/export for details.
DOI: 10.15468/dl.artuyq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Alouatta seniculus)",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022541-250717081556266/datasets/export for details.
DOI: 10.17632/rttwh5pj7c
title: ER-phagy and proteostasis defects prime pancreatic epithelial state changes in KRAS-mediated oncogenesis. Salomo Coll et al.

description: Raw immunoblot data for the study entitled "ER-phagy and proteostasis defects prime pancreatic epithelial state changes in KRAS-mediated oncogenesis"
DOI: 10.17632/rttwh5pj7c.1
title: ER-phagy and proteostasis defects prime pancreatic epithelial state changes in KRAS-mediated oncogenesis. Salomo Coll et al.

description: Raw immunoblot data for the study entitled "ER-phagy and proteostasis defects prime pancreatic epithelial state changes in KRAS-mediated oncogenesis"
DOI: 10.15468/dl.afx787
title: Occurrence Download

description: A dataset containing 46418 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oncorhynchus mykiss",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 46418 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022543-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.apqr5n
title: Occurrence Download

description: A dataset containing 466351 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((-8.00658 57.86696,-7.11444 55.88259,-5.58506 54.79544,-4.50175 54.38931,-4.6292 53.75366,-5.64878 52.64675,-6.09485 50.87211,-6.4772 49.77367,-3.54589 49.7325,-3.48216 50.30572,-0.86947 50.22425,0.78736 50.63021,2.38047 51.31236,1.55205 51.55074,2.50792 52.18033,2.06185 53.4132,0.65991 54.16607,-0.61457 55.08826,-1.06064 56.45026,-0.35967 57.28613,-0.55085 58.90243,-3.29099 59.48981,-4.56547 58.90243,-7.36934 58.57172,-8.00658 57.86696))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Buteo buteo, Milvus milvus)",
 "Year 2005-2025"
 ]
}

 The dataset includes 466351 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022525-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d5q5ss
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hibiscus mutabilis",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 48 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022544-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f9cqb2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Alouatta seniculus)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022546-250717081556266/datasets/export for details.
DOI: 10.17632/r7kdbj2wym.1
title: SkinDis-India: Augmented Dataset for Psoriasis and Vitiligo

description: The SkinDis-India dataset is a curated and annotated collection of clinical skin images focused on two common Indian skin disorders: Psoriasis and Vitiligo. The dataset has been developed to support research in automated skin disease detection using deep learning and multimodal analysis.
DOI: 10.17632/bm2rm98764
title: SLR_Student_Engagement_Detection_Dataset

description: This dataset containsThis dataset contains the full list of studies included in the systematic literature review on student engagement detection using computer vision, including metadata and summaries. the full list of studies included in the systematic literature review on student engagement detection using computer vision, including metadata and summaries.
DOI: 10.5281/zenodo.16248134
title: Raw Qualitative and Quantitative Data for Veins in the Sutton Island and Blunts Point members
DOI: 10.17632/bm2rm98764.1
title: SLR_Student_Engagement_Detection_Dataset

description: This dataset containsThis dataset contains the full list of studies included in the systematic literature review on student engagement detection using computer vision, including metadata and summaries. the full list of studies included in the systematic literature review on student engagement detection using computer vision, including metadata and summaries.
DOI: 10.15468/dl.5r9zes
title: Occurrence Download

description: A dataset containing 691 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Apyrrothrix araxes"
 ]
}

 The dataset includes 691 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022549-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/sszwrtmt4g
title: Nanostore Identity Exploration Mexico City 2021-Semester 01

description: This data corresponds to collected surveys in Mexico City using identity statements and the TASCOI tool to explore micro independent grocery retailers in the first semester of 2021.
DOI: 10.15468/dl.3udgsx
title: Occurrence Download

description: A dataset containing 195 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neovison vison",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 195 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022548-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/sszwrtmt4g.1
title: Nanostore Identity Exploration Mexico City 2021-Semester 01

description: This data corresponds to collected surveys in Mexico City using identity statements and the TASCOI tool to explore micro independent grocery retailers in the first semester of 2021.