cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.48577/jpl.qg794f
title: No longer impossible: the self-lensing binary KIC 8145411 is a triple

description: Five self-lensing binaries (SLBs) have been discovered with data from the Kepler mission. One of these systems is KIC 8145411, which was reported to host an extremely low mass (ELM; 0.2 M⊙) white dwarf (WD) in a 456-day orbit with a solar-type companion. The system has been dubbed “impossible”, because evolutionary models predict that ∼ 0.2 M⊙ WDs should only be found in tight orbits (Porb ≲ days). In this work, we show that KIC 8145411 is in fact a hierarchical triple system: it contains a WD orbiting a solar-type star, with another solar-type star ∼ 700 AU away. The wide companion was unresolved in the Kepler light curves, was just barely resolved in Gaia DR3, and is resolved beyond any doubt by high-resolution imaging. We show that the presence of this tertiary confounded previous mass measurements of the WD for two reason: it dilutes the amplitude of the self-lensing pulses, and it reduces the apparent radial velocity (RV) variability amplitude of the WD’s companion due to line blending. By jointly fitting the system’s light curves, RVs, and multi-band photometry using a model with two luminous stars, we obtain a revised WD mass of (0.53±0.01) M⊙. Both luminous stars are near the end of their main-sequence evolution. The WD is thus not an ELM WD, and the system does not suffer the previously proposed challenges to its formation history. Similar to the other SLBs and the population of astrometric WD binaries recently identified from Gaia data, KIC 8145411 has parameters in tension with standard expectations for formation through both stable and unstable mass transfer. The system’s properties are likely best understood as a result of unstable mass transfer from an AGB star donor.
DOI: 10.48577/jpl.2ya5kx
title: An Earth-sized Planet on the Verge of Tidal Disruption

description: TOI-6255 b (GJ 4256) is an Earth-sized planet (1.079±0.065 R⊕) with an orbital period of only 5.7 hours. With the newly commissioned Keck Planet Finder (KPF) and CARMENES spectrograph, we measured the mass of the planet 1.44±0.14 M⊕. The planet seems to be dangerously close to the Roche limit (Porb/PRoche = 1.13 ±0.10). The strong tidal force likely deforms the planet into a triaxial ellipsoid with the long axis being ∼10% longer than the short axis. Assuming a stellar tidal quality factor Q′ ⋆ ≈ 107, we predict that TOI-6255 will reach the Roche Limit in roughly 400 Myr. The eventual tidal disruption may produce the previously suspected planet engulfment signatures: anomalously high refractory elemental abundances in some stellar photospheres. TOI-6255 b is also a top candidate for any star-planet magnetic interaction which may further contribute to orbital decay and interior melting. TOI-6255 b is a top target (Emission Spectroscopy Metric of about 24) for phase curve observations with the James Webb Space Telescope.
DOI: 10.15468/dl.d9emnv
title: Occurrence Download

description: A dataset listing the 57 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "DatasetKey is Observation.org, Nature data from around the World",
 "LifeStage is Imago",
 "Month is January",
 "TaxonKey is Lepidoptera",
 "Year 2021-2021"
 ]
}

 The dataset's 57 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024802-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48577/jpl.wknaaq
title: Uncertainty quantification for probabilistic machine learning in earth observation using conformal prediction

description: Unreliable predictions can occur when using artificial intelligence (AI) systems with negative consequences for downstream applications, particularly when employed for decision-making. Conformal prediction provides a robust and model-agnostic framework for uncertainty quantification that can be applied to any dataset, irrespective of its distribution, post hoc. In contrast to other pixel-level uncertainty quantification methods, conformal prediction operates without requiring access to the underlying model and training dataset, concurrently offering statistically valid and informative prediction regions, all while maintaining computational efficiency. In response to the increased need to report uncertainty alongside point predictions, we bring attention to the promise of conformal prediction within the domain of Earth Observation (EO) applications. To accomplish this, we assess the current state of uncertainty quantification in the EO domain and found that only 20% of the reviewed Google Earth Engine (GEE) datasets incorporated a degree of uncertainty information, with unreliable methods prevalent. Next, we introduce modules that seamlessly integrate into existing GEE predictive modelling workflows and illustrate the application of these tools for datasets spanning local to global scales, including the Dynamic World and Global Ecosystem Dynamics Investigation (GEDI) datasets. These case studies encompass regression and classification scenarios, featuring both traditional and deep learning-based workflows. Subsequently, we discuss the opportunities arising from the use of conformal prediction in EO. We anticipate that the increased availability of easy-to-use implementations of conformal predictors, such as those provided here, will drive wider adoption of rigorous uncertainty quantification in EO-derived products, thereby enhancing the reliability of uses such as operational monitoring and downstream decision making.
DOI: 10.48577/jpl.odo2pw
title: Euclid: Testing photometric selection of emission-line galaxy targets⋆

description: Multi-object spectroscopic galaxy surveys typically make use of photometric and colour criteria to select their targets. That is not the case of Euclid, which will use the NISP slitless spectrograph to record spectra for every source over its field of view. Slitless spectroscopy has the advantage of avoiding defining a priori a specific galaxy sample, but at the price of making the selection function harder to quantify. In its Wide Survey, Euclid aims at building robust statistical samples of emission-line galaxies with fluxes brighter than 2 × 10−16 erg s−1 cm−2, using the Hα-[Nii] complex to measure redshifts within the range [0.9, 1.8]. Given the expected signal-to-noise ratio of NISP spectra, at such faint fluxes a significant contamination by wrongly measured redshifts is expected, either due to misidentification of other emission lines, or to noise fluctuations mistaken as such, with the consequence of reducing the purity of the final samples. This can be significantly ameliorated by exploiting the extensive Euclid photometric information to identify emission-line galaxies over the redshift range of interest. Beyond classical multi-band selections in colour space, machine learning techniques provide novel tools to perform this task. Here, we compare and quantify the performance of six such classification algorithms in achieving this goal.We consider the case when only the Euclid photometric and morphological measurements are used, and when these are supplemented by the extensive set of ancillary ground-based photometric data, which are part of the overall Euclid scientific strategy to perform lensing tomography. The classifiers are trained and tested on two mock galaxy samples, the EL-COSMOS and Euclid Flagship2 catalogues. The best performance is obtained from either a dense neural network or a support vector classifier, with comparable results in terms of the adopted metrics. When training on Euclid on-board photometry alone, these are able to remove 87% of the sources that are fainter than the nominal flux limit or lie outside the 0.9 &lt; z &lt; 1.8 redshift range, a figure that increases to 97% when ground-based photometry is included. These results show how by using the photometric information available to Euclid it will be possible to efficiently identify and discard spurious interlopers, allowing us to build robust spectroscopic samples for cosmological investigations.
DOI: 10.5281/zenodo.12740636
title: The Phonon-Modulated Jahn–Teller Distortion of the Nitrogen Vacancy Center in Diamond

description: The data in this repository consists of three data sets that yielded transient absorption spectra, 2D electronic spectra, and 3D coherence spectra for the nitrogen vacancy (NV) center. These data supported the conclusions of the published report, namely that the LO Phonon of the diamond lattice modulates the Jahn-Teller distortion of the NV center and influences its excited-state dynamics. The data were taken between 2016 and 2020 and reflect the advancements made to the ultrafast instrumentation of te Turner Lab during this time period. The Matlab scripts and data are presented "as is", however we have attempted to include processed datasets legible to any open-source programming language when possible. Please consult the README.md file for further information.
DOI: 10.15468/dl.zpjmp6
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Living Specimen, Occurrence evidence)",
 "Geometry POLYGON((-91.67907 17.25323,-90.98812 17.25323,-90.98812 17.66417,-91.67907 17.66417,-91.67907 17.25323))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Brosimum alicastrum Sw."
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024806-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48577/jpl.ylywpo
title: Theory of the Anomalous Momentum Exchange from Wave-particle Interactions in Hall-effect Ion Accelerators and Comparisons with Measurements

description: A first-principles model is presented of the anomalous momentum-transfer collision frequency for electrons (v_ea) in E×B ion accelerators also known as Hall-effect thrusters. The theory on which the model is based adopts a two-stage evolution of unstable waves. First, short-wavelength (k_ ρ_e&gt;1), high-frequency (|ω|~ω_ce) modes that are driven by the cross-field drift υ_E=E×B/B^2 grow and saturate at a level of turbulence too low to explain the observed measurements. Then the wave energy is dominated by modes of longer wavelength (k_ ρ_e&lt;1) and frequencies in the lower-hybrid range ω_LH=ω_pi/(1+ω_pe^2/ω_ce^2 )^"½" . The lower-hybrid modes combine wave growth in the azimuthal direction that is driven by the diamagnetic drift υ_De=∇p_e×B/enB^2, with growth parallel to B. The latter has been typically called the modified two-stream instability. The gradient-driven modes are found to be important in regions of the channel where ions begin to accelerate since |υ_E |~|υ_De | there. The theoretical model compares extremely well with a large set of empirical profiles of v_ea derived from laser-induced fluorescence measurements. Our comparisons spanned thrusters with &gt;10 range in discharge power, various sizes and operating conditions, in unshielded and shielded magnetic field topologies. The kinetic version of our closed-form expression yields the scaling v_ea~ω_ce υ_Ti e^τ ̅ /(υ_E+υ_De) where τ ̅~ω_LH/v_i, v_i is the sum of the ionization and charge-exchange frequencies and υ_Ti is the ion thermal speed. The latter must be determined by the appropriate integration of the ion velocity distribution function and include not only random changes of the drift velocity but also ion production.
DOI: 10.48577/jpl.yvzr3o
title: Hyperspectral Atmospheric Sounder for Atmospheric Remote Sensing

description: No abstract available.
DOI: 10.57745/9efsmj
title: Sample_description.tab

description: :unav
DOI: 10.57745/mudbuq
title: DADA2_Script_CANINO_GAUVIN.nb.html

description: :unav
DOI: 10.57745/0te12o
title: Script_for_cleaning_fish_data.Rmd

description: :unav
DOI: 10.57745/al4iai
title: raw_data_FISH.zip

description: :unav
DOI: 10.57745/fjvgfb
title: Environment_data_for_microalgae_cleaning_script.tab

description: :unav
DOI: 10.57745/mjdvzm
title: Environment_data_for_macroinvertebrate_cleaning_script.tab

description: :unav
DOI: 10.57745/s3pkxc
title: raw_data_ALGAE.zip

description: :unav
DOI: 10.57745/taequl
title: raw_data_Macroinvertebrates.zip

description: :unav
DOI: 10.57745/biefll
title: Environment_data_for_fish_cleaning_script.tab

description: :unav
DOI: 10.57745/cxhogg
title: Script_for_cleaning_macroinvertebrates_data.Rmd

description: :unav
DOI: 10.57745/zjojai
title: Script_for_cleaning_microalgae_data.Rmd

description: :unav
DOI: 10.6084/m9.figshare.26304922
title: Source data for Exome-wide Association Study Identifies <i>KDELR3</i> Mutations in Extreme Myopia

description: Extreme myopia (EM), defined as a spherical equivalent (SE) ≤ -10.00 diopters (D), is one of the leading causes of sight impairment. Known EM-associated variants only explain limited risk and are inadequate for clinical decision-making. To discover risk genes, we performed a whole-exome sequencing (WES) on 449 EM individuals and 9606 controls. We find a significant excess of rare protein-truncating variants (PTVs) in EM cases, enriched in the retrograde vesicle-mediated transport pathway.
DOI: 10.6084/m9.figshare.26304922.v1
title: Source data for Exome-wide Association Study Identifies <i>KDELR3</i> Mutations in Extreme Myopia

description: Extreme myopia (EM), defined as a spherical equivalent (SE) ≤ -10.00 diopters (D), is one of the leading causes of sight impairment. Known EM-associated variants only explain limited risk and are inadequate for clinical decision-making. To discover risk genes, we performed a whole-exome sequencing (WES) on 449 EM individuals and 9606 controls. We find a significant excess of rare protein-truncating variants (PTVs) in EM cases, enriched in the retrograde vesicle-mediated transport pathway.
DOI: 10.25574/01144
title: Chandra X-ray Observatory ObsId 01144
DOI: 10.15468/dl.9gxb24
title: Occurrence Download

description: A dataset containing 8946 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Eucalyptus foecunda Schauer"
 ]
}

 The dataset includes 8946 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024807-240626123714530/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.26303476.v2
title: Supplementary materials. Legal dimensions and social responses to green grabbing.pdf

description: Our systematic review of 80 empirical cases offers an overview of the drivers and social responses involved and discusses the role of legal frameworks in provoking or preventing green grabs.
DOI: 10.34740/kaggle/dsv/8960200
title: Daily Public Opinion on Israel-Palestine War
DOI: 10.15468/dl.73cwmf
title: Occurrence Download

description: A dataset containing 783 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((112.72650 -49.59188,208.27350 -49.59188,208.27350 -11.40812,112.72650 -11.40812,112.72650 -49.59188))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Eucalyptus fraxinoides H.Deane & Maiden"
 ]
}

 The dataset includes 783 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024808-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vkw47p
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Baccharis trinervis f. trinervis"
 ]
}

 The dataset includes 14 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0097991-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aadbcw
title: Occurrence Download

description: A dataset containing 830 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Panama",
 "TaxonKey is Leptodeira Fitzinger, 1843"
 ]
}

 The dataset includes 830 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0194898-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5xy6w5
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Smithiantha aurantiaca Wiehler"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000807-160509122628363/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.83jdtg
title: Occurrence Download

description: A dataset containing 442127 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ficus L."
 ]
}

 The dataset includes 442127 records from 1307 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0330491-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7mrp8m
title: Occurrence Download

description: A dataset containing 1898 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pterostylis vittata Lindl."
 ]
}

 The dataset includes 1898 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007718-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wjjag3
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chorizanthe parryi var. fernandina (S.Watson) Jeps."
 ]
}

 The dataset includes 141 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000807-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0s8mtc
title: Occurrence Download

description: A dataset containing 133 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-109.66461 -27.16278,-109.69391 -27.40082,-109.13361 -27.42279,-108.93219 -27.14447,-109.40826 -26.89911,-109.66461 -27.16278))",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 133 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015283-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zcewm6
title: Occurrence Download

description: A dataset containing 915409 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 915409 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0194903-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vzcrk2
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is BIRDRACE TicTacToe"
 ]
}

 The dataset includes 90 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000807-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kqmebk
title: Occurrence Download

description: A dataset containing 4115 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carapa guianensis Aubl."
 ]
}

 The dataset includes 4115 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005416-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nij7m7
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tulipa heterophylla (Regel) Baker"
 ]
}

 The dataset includes 9 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000807-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pothed
title: Occurrence Download

description: A dataset containing 25618 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "Year 2015-2020",
 "TaxonKey is Insecta"
 ]
}

 The dataset includes 25618 records from 119 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032031-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.65eycd
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex qingyangensis S.W.Su & S.M.Xu"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123863-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xq89nk
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gymnolaemata",
 "HasCoordinate is true",
 "Country is one of (Lithuania)",
 "HasGeospatialIssue is false",
 "Year is greater than 2009"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0227965-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hcdduv
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cynops pyrrhogaster (Boie, 1826)"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123862-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3fwzq4
title: Occurrence Download

description: A dataset containing 1256 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eschweilera parviflora (Aubl.) Miers"
 ]
}

 The dataset includes 1256 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021418-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.