cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.48577/jpl.jmlst3
title: Correct-ish by Design: From Upfront Verification to Continuous Monitoring of LLM Generated Code

description: As developers increasingly rely on Large Language Models (LLMs) to generate code, the pace of software development is accelerating beyond the capabilities of traditional design-time verification and testing methods. We predict a paradigm shift towards continuous monitoring to complement and eventually supersede upfront verification. By embracing a “correct-ish by design” philosophy, we acknowledge the inevitability of imperfections in LLM-generated code. We advocate for an adaptive approach where real-time monitoring and feedback mechanisms are employed to detect, diagnose, and rectify issues as they emerge in the field. This continuous monitoring strategy not only ensures sustained software reliability and performance but also provides valuable insights into LLM behavior, facilitating iterative improvements. We experiment with the integration of automated monitoring and testing for managing the complexities of LLM-driven code generation in a rapidly evolving software landscape.
DOI: 10.21233/m6ya-jk71
title: Tipsoo Lake water chemistry dataset

description: Raw data for the Tipsoo Lake water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/27wn-9y50
title: LDDsite2167 water chemistry dataset

description: Raw data for the LDDsite2167 water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.u2nagb
title: Occurrence Download

description: A dataset containing 29724 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Month is one of (June, July, August, September, October, November, December)",
 "OccurrenceStatus is Present",
 "TaxonKey is Tringa totanus (Linnaeus, 1758)",
 "Year 2010-2010"
 ]
}

 The dataset includes 29724 records from 154 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025044-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/bhxy-pk21
title: Lake Emma pollen dataset

description: Raw data for the Lake Emma pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.34740/kaggle/dsv/11768100
title: Pokedex Pokemon Data
DOI: 10.21233/tekq-bx39
title: T13t-PGTI1L1 pollen surface sample dataset

description: Raw data for the T13t-PGTI1L1 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/tsjx-k268
title: Buchensee pollen dataset

description: Raw data for the Buchensee pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.48577/jpl.ij1gex
title: The Role of Tropical Easterly Jet on the Bay of Bengal’s Tropical Cyclones

description: No abstract available.
DOI: 10.21233/jrhm-kx03
title: Independence Peatland testate amoebae surface sample dataset

description: Raw data for the Independence Peatland testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.48577/jpl.gtldhv
title: Revisiting Spacecraft Charging Design Rules for Floating Metals

description: No abstract available.
DOI: 10.21233/e6he-jq31
title: South 3 testate amoebae surface sample dataset

description: Raw data for the South 3 testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.48577/jpl.mwve8v
title: Optimizing the Temperature Sensitivity of the Isoprene Emission Model MEGAN in Different Ecosystems Using a Metropolis-Hastings Markov Chain Monte Carlo Method

description: Isoprene is a reactive hydrocarbon emitted to the atmosphere in large quantities by terrestrial vegetation. Annual total isoprene emissions exceed 300 Tg a-1, but emission rates vary widely among plant species and are sensitive to meteorological and environmental conditions including temperature, sunlight, and soil moisture. Due to its high reactivity, isoprene has a large impact on air quality and climate pollutants such as ozone and aerosols. It is also an important sink for the hydroxyl radical which impacts the lifetime of the important greenhouse gas methane along with many other trace gas species. Modelling the impacts of isoprene emissions on atmospheric chemistry and climate requires accurate isoprene emission estimates. These can be obtained using the empirical Model of Emissions of Gases and Aerosols from Nature (MEGAN), but the parameterization of this model is uncertain due in part to limited field observations. In this study, we use ground-based measurements of isoprene concentrations and fluxes from 11 field sites to assess the variability of the isoprene emission temperature response across ecosystems. We then use these observations in a Metropolis-Hastings Markov Chain Monte Carlo (MHMCMC) data assimilation framework to optimize the MEGAN temperature response function. We find that the performance of MEGAN can be significantly improved at several high-latitude field sites by increasing the modelled sensitivity of isoprene emissions to past temperatures. At some sites, the optimized model was nearly 4 times more sensitive to temperature than the unoptimized model. This has implications for air quality modelling in a warming climate.
DOI: 10.48577/jpl.ssukzm
title: SPWG 2025 Electronic Parts and ESD

description: No abstract available.
DOI: 10.21233/xeas-pk64
title: Dalane loss-on-ignition dataset

description: Raw data for the Dalane loss-on-ignition dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.48577/jpl.j8fpyi
title: GEOS-MITgcm coupled atmosphere-ocean simulation for DYAMOND

description: No abstract available.
DOI: 10.21233/h0g2-mj27
title: Moxie Pond water chemistry dataset

description: Raw data for the Moxie Pond water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.48577/jpl.zssgwf
title: Electronics Failures atAssembly Mitigations

description: No abstract available.
DOI: 10.48577/jpl.mombkf
title: OSU Outreach 2025

description: No abstract available.
DOI: 10.21233/j3hz-qn82
title: LDDsite5591 water chemistry dataset

description: Raw data for the LDDsite5591 water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.48577/jpl.6zvcyq
title: Gas and Aerosol Mass Spectrometer (GAMS) for Exploration of Planetary Atmospheres

description: We present a modified quadrupole ion trap mass spectrometer (QIT-MS) sensor and supporting experimental GAMS testbed optimized for planetary atmospheric analysis, with demonstrated operation under corrosive conditions relevant to Venus. The QIT-MS sensor is based on a Paul trap architecture with hyperbolic titanium alloy electrodes and alumina insulation spacers, designed for precise ion confinement and robust performance in chemically reactive environments. A corrosion-resistant yttria-coated iridium filament serves as the thermionic electron emitter, integrated into a modular electron gun assembly supporting both axial and radial ionization geometries. The sensor functions as a miniature pressure cell, allowing analyte introduction via fused silica capillaries and crescent-shaped inlets. The supporting testbed integrates custom high-voltage RF electronics, pressure-regulated sample delivery, and FPGA-based embedded control for real-time tuning of ionization parameters, voltage ramp profiles, and detector gating. Continuous operation in 98% concentrated sulfuric acid vapor was sustained over a three-month period, with no observable degradation in electron emitter performance or sensor functionality. Mass spectra recorded over this interval reveal characteristic ion fragment patterns of H₂SO₄, along with shifts due to thermal decomposition and protonation effects at elevated capillary temperatures (up to 425 K). Spectral analysis shows distinct fragmentation pathways and relative intensities that vary with capillary temperature, filament current, and electron energy, demonstrating the interplay between thermal and electron-induced dissociation mechanisms. Operational modes include a high-resolution, low-sensitivity scan for detailed fragmentation analysis, and a secular frequency suppression mode to selectively eject major ion species (e.g., CO₂⁺, N₂⁺) during ionization. These capabilities significantly enhance the detection of trace gases such as PH₃⁺, H₂S⁺, and their daughter ions. The flexible, miniaturized QIT-MS platform is supported by a custom RF tank and real-time monitoring electronics in a portable rack-mounted system. These results validate the QIT-MS sensor’s performance, chemical compatibility, and adaptability for deployment in future space missions targeting chemically diverse planetary atmospheres.
DOI: 10.48577/jpl.dvwvms
title: Feasibility of Constructing A High Performance Virtual IMU Using Low-Cost IMUs

description: No abstract available.
DOI: 10.21233/avsa-vz15
title: Highwood pollen surface sample dataset

description: Raw data for the Highwood pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/814r-p552
title: Nienhofer Forst pollen dataset

description: Raw data for the Nienhofer Forst pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/zbwg-8z85
title: Hawley Lake water chemistry dataset

description: Raw data for the Hawley Lake water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.48577/jpl.idzklw
title: Exep: Ultraviolet Starshade Capabilities for ExoEarth Imaging

description: The next generation of exoplanet direct imaging missions will focus on detecting and characterizing Earth-like planets across the ultraviolet (UV), optical, and near-infrared (NIR) spectrum. Starshades operating in the UV offer high throughput, high contrast, and broad spectral bandwidth, making them a valuable complement to coronagraphs as a characterization instrument. This work introduces high-fidelity simulations of UV starshade observations of an Earth-twin orbiting a Sun-like star at 10 parsecs. The simulations incorporate conservative estimates of starshade-specific systematics such as petal shape and position errors, solar and surface glint, micrometeoroid holes, formation flying errors, and contaminated edges, alongside local zodiacal dust and resonant exozodiacal debris disks. To estimate the planetary signal from the simulated observation, this work implements a post-processing pipeline consisting of imperfect starshade calibration, parametric exozodi estimation and a matched filter. Finally, this work presents a sensitivity analysis of a starshade’s ability to recover high signal-to-noise measurements of an Earth-like planet as a function of system inclination, planet phase angle, and exozodiacal dust density. This approach is applied to a 35-meter UV starshade optimized for the future Habitable Worlds Observatory (HWO). The results for the HWO starshade indicate that is possible to achieve an SNR ≥ 10 in under three days of observation across a wide range of cases. For inclinations ≤ 30◦, an SNR ≥ 10 is possible for systems with up to 50 times the Solar System’s dust density, or 50 zodis. This performance extends to 20 zodis for 60◦ inclined system, even at unfavorable crescent planet phases. Evaluating the impact of residual noise on the extracted spectra with resolution R = 10 at 250 nm reveals that it is possible to obtain measurements of the 0.25μm ozone feature with between 1%−5% error for inclinations ≤ 60◦ and ≤ 20 zodis.
DOI: 10.48577/jpl.adrhyw
title: onto:Nexus Forum 2025: Introduction to Day 2

description: No abstract available.
DOI: 10.21233/t0va-m209
title: Kontolanrahka testate amoebae surface sample dataset

description: Raw data for the Kontolanrahka testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.48577/jpl.mxxmm2
title: Design and coordination of SWOT-related field campaigns

description: No abstract available.
DOI: 10.21233/724q-7287
title: East Woodcock Lake diatom dataset

description: Raw data for the East Woodcock Lake diatom dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.48577/jpl.g0mwjg
title: Europa Clipper Post-Launch Update

description: No abstract available.
DOI: 10.48577/jpl.ajl5cq
title: Status of Near-Earth Asteroid Radar Observations at Goldstone

description: No abstract available.
DOI: 10.48577/jpl.1rertm
title: NASA Exoplanet Exploration Program Science Update

description: No abstract available.
DOI: 10.48577/jpl.rewz84
title: COMPACT OCEAN WIND VECTOR RADIOMETER: MISSION STATUS AND FUTURE CONSTELLATIONS

description: No abstract available.
DOI: 10.21233/t6zd-v517
title: Winter Lake ostracode surface sample dataset

description: Raw data for the Winter Lake ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.48577/jpl.k5e2xq
title: Small Satellite Orbit Determination Using Onboard Radiometrics and Atomic Clocks

description: No abstract available.
DOI: 10.48577/jpl.qlhkhv
title: Deriving Spacecraft Sine Levels Using Modal Acceleration

description: No abstract available.
DOI: 10.21233/zwje-vg15
title: Karelia testate amoebae surface sample dataset

description: Raw data for the Karelia testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/jt5g-yf20
title: Mondsee ostracode surface sample dataset

description: Raw data for the Mondsee ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.48577/jpl.aphaky
title: Evidence for a volcanic atmosphere on the sub-Earth L 98-59 b

description: No abstract available.
DOI: 10.48577/jpl.xstdse
title: Determining the Minimum Acceptable Radiation Design Factor for the Europa Clipper Mission based on the Observed Variability of the Jovian Radiation Environment

description: No abstract available.
DOI: 10.48577/jpl.ap59xa
title: Ontological Modeling in Obsidian

description: No abstract available.
DOI: 10.21233/031f-rc81
title: Redmountain Lake plant macrofossil dataset

description: Raw data for the Redmountain Lake plant macrofossil dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.48577/jpl.jknnyx
title: Novel Reutilization of the European Service Module in Service of Planetary Defense

description: No abstract available.
DOI: 10.48577/jpl.8jwp5n
title: Implementing SysML v2 Ontology

description: No abstract available.
DOI: 10.48577/jpl.ifelbf
title: NASA Parts Engineering School

description: No abstract available.
DOI: 10.15468/dl.cfpqe9
title: Occurrence Download

description: A dataset containing 697 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Darevskia armeniaca (Méhely, 1909)"
 ]
}

 The dataset includes 697 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025045-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/1rwd-6927
title: East Lake water chemistry dataset

description: Raw data for the East Lake water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.rxhkau
title: Occurrence Download

description: A dataset containing 671 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "GadmGid is CHN.5.3_1",
 "TaxonKey is Plantae",
 "Year 2000-2025"
 ]
}

 The dataset includes 671 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025046-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/1tm7-pt11
title: Shagawa Lake diatom surface sample dataset

description: Raw data for the Shagawa Lake diatom surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.48577/jpl.xtmqzm
title: onto:Nexus Forum 2025: Introduction to Day 1

description: No abstract available.
DOI: 10.48577/jpl.dwcg5f
title: Sierra Method: Operational Analysis of TLR Prototype

description: No abstract available.
DOI: 10.48577/jpl.q2qd3i
title: Electronic Parts Standards: Past, Present and Future

description: No abstract available.
DOI: 10.48577/jpl.ud9lfj
title: Lunar Tethered Power System: Advancing power distribution through diverse partnerships

description: No abstract available.
DOI: 10.48577/jpl.mqzlec
title: OML Foundations Tutorial

description: No abstract available.
DOI: 10.48577/jpl.5gkxg1
title: Science and Applications of NASA/JPL's Airborne Synthetic Aperture Radar (UAVSAR)

description: No abstract available.
DOI: 10.21233/yecj-fc65
title: Kapp Lee Field Station SW 3 pollen surface sample dataset

description: Raw data for the Kapp Lee Field Station SW 3 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.48577/jpl.ynwaps
title: 820-013 0158-Monitor-K; Deep Space Network Interface for Mission Monitor Data

description: No abstract available.
DOI: 10.21233/v71r-ke60
title: Pennock water chemistry dataset

description: Raw data for the Pennock water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/1y2c-z766
title: Grand Traverse Bay testate amoebae surface sample dataset

description: Raw data for the Grand Traverse Bay testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/3qyg-ma78
title: Old Wives Lake ostracode surface sample dataset

description: Raw data for the Old Wives Lake ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.