cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5061/dryad.ksn02v7dp
title: Data from: Mixing and carbon processing in two natural ponds

description: Ponds play an important role in global carbon (C) cycling due to high, but
 variable, C burial rates and emissions of carbon dioxide (CO2) and methane
 (CH4) to the atmosphere. Here, we sampled two ponds of similar size, but
 with contrasting stratification and dominant types of primary producers.
 We quantified organic C (OC) burial rates and CO2 and CH4 concentrations
 and fluxes. The dataset includes data on thermal mixing, water chemistry,
 carbon burial, CO2 and CH4 concentrations, and ebullitive CH4 fluxes.
description: See the associated manuscript in <em>Limnology &
 Oceanography</em>
description: This readme.txt file was generated on 08-31-2024 by Meredith Holgerson
 GENERAL INFORMATION 1. Dataset Title: Mixing and Carbon Processing in Two
 Natural Ponds 2. Author Information\ Principal Investigator Contact
 Information\ Name: Meredith Holgerson\ Institution: Cornell University\
 Email:
 [meredith.holgerson@cornell.edu](mailto:meredith.holgerson@cornell.edu) 3.
 Field data collection occurred in 2021 and 2022 DATA & FILE OVERVIEW
 1. File List: (1) 1_TemperatureSensorData.xlsx: Temperature sensor data
 with three tabs, one for each pond and a ReadMe (2)
 2_Sonde_Nutrients_Chla.xlsx: Sonde, nutrients, and chlorophyll data, each
 with their own tab, and a ReadMe (3) 3_SedimentData.xlsx: Sediment data
 with three tabs, including loss-on-ignition for each pond (2 tabs), carbon
 burial for both ponds together (1 tab), and a ReadMe (4)
 4_GreenhouseGasData.xlsx: Greenhouse gas data with four tabs, one each for
 water GHG concentrations, air GHG concentrations, ebullitive fluxes, and a
 ReadMe 2. Relationship between files: All files were used in analysis 3.
 "NA" in cells refer to data that are not available
 METHODOLOGICAL INFORMATION 1. Description of methods used for data
 compilation: Please see associated manuscript 2. Methods for processing
 the data: Please see associated manuscript DATA-SPECIFIC INFORMATION:
 Please see the "README" files in each of the Excel documents
DOI: 10.5067/s6ap4-2hsnur-f08
title: Sentinel-6A MF Jason-CS L2 P4 Altimeter High Resolution (HR) NTC Ocean Surface Topography (Unvalidated) F08
DOI: 10.5067/spur1-nbflt
title: Neutrally buoyant float data for the SPURS-1 N. Atlantic field campaign
DOI: 10.5067/spur2-usps0
title: SPURS-2 research vessel Underway Salinity Profiling System (USPS) data for for E. Tropical Pacific R/V Revelle cruises
DOI: 10.5067/spur2-wamos
title: SPURS-2 research vessel along track WAMOS wave data for the second R/V Revelle cruise in the E. Tropical Pacific
DOI: 10.5067/spur2-xbt00
title: SPURS-2 research vessel Expendable Bathythermograph (XBT) profile data for for E. Tropical Pacific R/V Revelle cruises
DOI: 10.5067/smode-wavegl2
title: S-MODE Waveglider Observations
DOI: 10.5067/spur2-ssp00
title: Towed surface salinity profile (SSP) data for the SPURS-2 E. Tropical Pacific R/V Revelle cruises
DOI: 10.5067/spur2-moor2
title: PICO mooring data for the SPURS-2 E. Tropical Pacific field campaign
DOI: 10.5067/spur2-nbflt
title: Neutrally buoyant float data for the SPURS-2 E. Tropical Pacific field campaign
DOI: 10.5067/spur2-pals0
title: Passive Accoustic Listener (PALS) data from ARGO float deployments during the SPURS-2 E. Tropical Pacific field campaign
DOI: 10.5067/spur2-pco20
title: SPURS-2 underway pCO2, DIC &amp;amp; pH data for the E. Tropical Pacific field campaign R/V Revelle cruises
DOI: 10.5067/spur2-rnrdr
title: SPURS-2 research vessel along track SEA-POL rain radar imaging data for E. Tropical Pacific R/V Revelle-2 cruise
DOI: 10.5067/spur2-sdron
title: Saildrone data for the SPURS-2 E. Tropical Pacific field campaign
DOI: 10.5067/spur2-snake
title: Surface Salinity Snake data for the SPURS-2 E. Tropical Pacific field campaign R/V Revelle cruises
DOI: 10.5067/spur1-ctd00
title: SPURS-1 research vessel CTD profile data for N. Atlantic cruises
DOI: 10.5067/spur2-sonde
title: Rawinsonde meteorological data for the SPURS-2 E. Tropical Pacific field campaign R/V Revelle cruises
DOI: 10.5067/spur1-argo0
title: Argo float CTD profile data within the scope of the SPURS-1 N. Atlantic field campaign
DOI: 10.5067/spur1-drift
title: Drifter data for the SPURS-1 N. Atlantic field campaign
DOI: 10.5067/spur1-ecomp
title: Ecomapper data for the SPURS-1 N. Atlantic field campaign
DOI: 10.5067/spur1-glid1
title: Seaglider CTD data for the SPURS-1 N. Atlantic field campaign
DOI: 10.5067/spur1-glid2
title: Tenuse Glider CTD data for the SPURS-1 N. Atlantic field campaign
DOI: 10.5067/spur1-glid3
title: Waveglider data for the SPURS-1 N. Atlantic field campaign
DOI: 10.5067/spur1-met00
title: SPURS-1 research vessel Meteorological series data for N. Atlantic Endeavor cruises
DOI: 10.5067/spur1-moor1
title: WHOI mooring CTD, surface flux and meterorological data for the SPURS-1 N. Atlantic field campaign
DOI: 10.5067/spur1-seasr
title: Seasoar CTD data for the SPURS-1 N. Atlantic field campaign
DOI: 10.5067/spur1-tsg00
title: SPURS-1 research vessel Thermosalinograph series data for N. Atlantic cruises
DOI: 10.5067/spur1-uctd0
title: SPURS-1 research vessel Underway-CTD trajectory profile data for N. Atlantic Endeavor and Knorr cruises
DOI: 10.5067/spur2-adcp0
title: SPURS-2 shipboard Acoustic Doppler Current Profiler data for E. Tropical Pacific R/V Revelle cruises
DOI: 10.5067/spur1-adcp0
title: SPURS-1 shipboard Acoustic Doppler Current Profiler data for N. Atlantic Endeavor and Knorr cruises
DOI: 10.5067/spur2-argo0
title: Argo float CTD profile data from the SPURS-2 E. Tropical Pacific field campaign
DOI: 10.5281/zenodo.18392506
title: Strain_PLSpectroscopy_WP3_FORTH

description: This dataset was generated as part of DYNASTY project activities (specifically WP3, samples preparation, data production and data analysis), to support the characterization of the physical properties of van der Waals heterojunctions. Helicity-resolved photoluminescence (PL) emission spectroscopy measurements were conducted to evaluate the valley polarization and emissive properties of 0.45% strained WS2/graphite heterojunctions.
DOI: 10.5281/zenodo.18392507
title: Strain_PLSpectroscopy_WP3_FORTH

description: This dataset was generated as part of DYNASTY project activities (specifically WP3, samples preparation, data production and data analysis), to support the characterization of the physical properties of van der Waals heterojunctions. Helicity-resolved photoluminescence (PL) emission spectroscopy measurements were conducted to evaluate the valley polarization and emissive properties of 0.45% strained WS2/graphite heterojunctions.
DOI: 10.5067/spur2-cft00
title: Controlled Flux Technique (CFT) data for the SPURS-2 E. Tropical Pacific field campaign R/V Revelle cruises
DOI: 10.5067/spur2-ctd00
title: SPURS-2 research vessel CTD profile data for for E. Tropical Pacific R/V Revelle cruises
DOI: 10.5061/dryad.fxpnvx12m
title: Supplementary data from: Green synthesis, characterization, antileishmanial activity, and in silico investigations of Hydrazone Schiff Bases

description: Hydrazone Schiff bases have significant biological and chemotherapeutic
 potential. This study explores their synthesis using environmentally
 friendly methods. The process involves combining substituted aldehydes,
 ketones, and amines with a small amount of glacial acetic acid in a
 mortar, achieving high yields of the desired compounds. Seven new
 hydrazone Schiff bases were successfully synthesized and identified
 through physical properties and spectroscopic techniques (FT-IR, 1H NMR,
 and 13C NMR). The compounds were tested for their antileishmanial activity
 against Leishmania tropica promastigotes. While all but one compound
 showed activity, SSB28 exhibited the highest potency with an IC50 value of
 4 ± 0.5 µg/mL, outperforming the reference drug Amphotericin-B. In-silico
 studies, including molecular docking and ADMET assays, confirmed the
 promising antileishmanial potential of SSB28.
description: # Supplementary data from: Green synthesis, characterization,
 antileishmanial activity, and *in silico* investigations of Hydrazone
 Schiff Bases FT-IR spectra of the target derivatives were recorded on a
 Perkin Elmer FT-IR C 95120 spectrophotometer. 1H NMR spectra were obtained
 via Bruker Avance digital NMR instrument (Bruker, Billerica, Mass.) at 700
 MHz and 500 MHz. Chemical shifts are reported in parts per million (ppm)
 relative to SiMe4 or residual solvent proton signals, and coupling
 constants (*J*) are given in Hertz (Hz). 13C NMR spectra were obtained via
 a Bruker Avance digital NMR instrument (Bruker, Billerica, Mass) at 175
 and 176 MHz respectively. Figure 1: IR Spectrum of compound SSB2 Figure 2:
 1H NMR Spectrum of SSB2 Figure 3: 13C NMR Spectrum of SSB2 Figure 4: IR
 Spectrum of compound SSB4 Figure 5: 1H NMR Spectrum of SSB4 Figure 6: 13C
 NMR Spectrum of SSB4 Figure 7: IR Spectrum of SSB5 Figure 8: 1H NMR
 Spectrum of SSB5 Figure 9: 13C NMR Spectrum of SSB5 Figure 10: IR Spectrum
 of RSB4 Figure 11: 1H NMR Spectrum of RSB4 Figure 12: 13C NMR Spectrum of
 RSB4 Figure 13: IR Spectrum of SSB14 Figure 14: 1H NMR Spectrum of SSB14
 Figure 15: 13C NMR Spectrum of SSB14 Figure 16: IR Spectrum of SSB15
 Figure 17: 1H NMR Spectrum of SSB15 Figure  18: 13C NMR Spectrum of SSB15
 Figure 19: IR Spectrum of SSB31 Figure 20: 1H NMR Spectrum of SSB31 Figure
 21: 13C NMR Spectrum of SSB31 Figure 22: 1H NMR Spectrum of SSB25 Figure
 23: 1H NMR Spectrum of SSB26 Figure 24: 13C NMR Spectrum of SSB26 Figure
 25: 1H NMR Spectrum of SSB27 Figure 26: 1H NMR Spectrum of SSB28 Figure
 27: 1H NMR Spectrum of SSB35 Figure 28: 1H NMR Spectrum of SSB36
DOI: 10.5067/spur2-drift
title: Drifter data for the SPURS-2 E. Tropical Pacific field campaign
DOI: 10.5281/zenodo.18407074
title: Slope Angle Boundaries for LiDAR Subsurface Scattering Bias in Greenland

description: Dataset contains 2 GeoTIFF files. We modeled the subsurface scattering bias for ICESat-2's ATL06 product and investigated under which surface conditions a bias may be observable. For a weak beam return on bare ice and a strong beam return on firn, the bias may be relevant if the slope angle is below a critical angle of 0.5 degrees and 6.0 degrees, respectively. Areas in Greenland below those angles are masked by the two provided files.

If you plan to use those data, please cite 

"Thilini Bamunu Arachchige, Kelly E. Gleason, Jonathan C. Ryan, and Markus Allgaier, Statistical Model of Subsurface Scattering Bias in ICESat-2's ATL06 Product, in preparation (2026)"

If you have questions, fel free to reach out to t.thilakarathne@und.edu or markus.allgaier@und.edu.
DOI: 10.5281/zenodo.18407075
title: Slope Angle Boundaries for LiDAR Subsurface Scattering Bias in Greenland

description: Dataset contains 2 GeoTIFF files. We modeled the subsurface scattering bias for ICESat-2's ATL06 product and investigated under which surface conditions a bias may be observable. For a weak beam return on bare ice and a strong beam return on firn, the bias may be relevant if the slope angle is below a critical angle of 0.5 degrees and 6.0 degrees, respectively. Areas in Greenland below those angles are masked by the two provided files.

If you plan to use those data, please cite 

"Thilini Bamunu Arachchige, Kelly E. Gleason, Jonathan C. Ryan, and Markus Allgaier, Statistical Model of Subsurface Scattering Bias in ICESat-2's ATL06 Product, in preparation (2026)"

If you have questions, fel free to reach out to t.thilakarathne@und.edu or markus.allgaier@und.edu.
DOI: 10.5067/spur2-glid1
title: Seaglider data for the SPURS-2 E. Tropical Pacific field campaign
DOI: 10.5067/spur2-glid3
title: Waveglider data for the SPURS-2 E. Tropical Pacific field campaign
DOI: 10.5067/spur2-lambr
title: S/V Lady Amber underway Thermosalinograph and Sea Snake data for the SPURS-2 E. Tropical Pacific
DOI: 10.5067/spur2-met00
title: Research vessel Meteorological series data for the SPURS-2 E. Tropical Pacific field campaign R/V Revelle cruises
DOI: 10.5067/spur2-moor1
title: Central mooring CTD, surface flux and meterorological data for the SPURS-2 E. Tropical Pacific field
DOI: 10.5067/spur1-moor2
title: PICO Mooring data for the SPURS-1 N. Atlantic field campaign
DOI: 10.5067/spur2-uctd0
title: SPURS-2 research vessel Underway CTD (uCTD) data for for E. Tropical Pacific R/V Revelle cruises
DOI: 10.5067/nadir-2gls1
title: SWOT Simulated Level-2 Nadir SSH from GLORYS for Science Version 1
DOI: 10.5067/nadir-2mec1
title: SWOT Simulated Level-2 Nadir SSH from MITgcm ECCO LLC4320 for Cal/Val Version 1
DOI: 10.15139/s3/7ggnqe
title: Data Management and Sharing Plan for: Design of the LEGEND-1000 Project

description: The Data Management and Sharing Plan describes the scientific data to be generated and/or used in the research and outlines a strategy for managing and sharing project data.
description: Data Management and Sharing Plan
DOI: 10.5067/nadir-2mes1
title: SWOT Simulated Level-2 Nadir SSH from MITgcm ECCO LLC4320 for Science Version 1
DOI: 10.5067/swtpr-bpr01
title: SWOT 2019-2020 Prelaunch Oceanography Field Campaign NOAA Bottom Pressure Recorders (BPR)
DOI: 10.5067/nadir-2glc1
title: SWOT Simulated Level-2 Nadir SSH from GLORYS for Cal/Val Version 1
DOI: 10.5067/swot-doris-rinex-1.0
title: SWOT Level 1 Onboard Tracking Data from Doppler Orbitography and Radiopositioning Integrated by Satellite (DORIS)
DOI: 10.5067/swot-gpsp-rinex-1.0
title: SWOT Level 1 Onboard Tracking Data from Global Positioning System Payload (GPSP)
DOI: 10.5281/zenodo.18379057
title: Causes and prevention of energy vulnerability - Energy vulnerability indicators

description: This ZIP archive contains the dataset Indicators of index of energy vulnerability (v1.0), providing municipal-level (Czech Republic) indicators used to construct an energy vulnerability index. The main data file is in long format (one row per municipality–indicator), accompanied by a variable-level data dictionary and a dataset-level metadata document describing indicator definitions, territorial levels, years, sources, and processing steps (see the metadata file for full details).

Files included





energy_vulnerability_indicators_v1.0_2026-01-26.csv – main dataset (long format)




data_dictionary_energy_vulnerability_indicators_v1.0_2026-01-26.csv – data dictionary (variables, descriptions, units, territorial level, year, source)




metadata_energy_vulnerability_indicators_v1.0_2026-01-26.md – dataset metadata and documentation
DOI: 10.5067/karin-2gls1
title: SWOT Simulated Level-2 KaRIn SSH from GLORYS for Science Version 1
DOI: 10.5281/zenodo.18379056
title: Causes and prevention of energy vulnerability - Energy vulnerability indicators

description: This ZIP archive contains the dataset Indicators of index of energy vulnerability (v1.0), providing municipal-level (Czech Republic) indicators used to construct an energy vulnerability index. The main data file is in long format (one row per municipality–indicator), accompanied by a variable-level data dictionary and a dataset-level metadata document describing indicator definitions, territorial levels, years, sources, and processing steps (see the metadata file for full details).

Files included





energy_vulnerability_indicators_v1.0_2026-01-26.csv – main dataset (long format)




data_dictionary_energy_vulnerability_indicators_v1.0_2026-01-26.csv – data dictionary (variables, descriptions, units, territorial level, year, source)




metadata_energy_vulnerability_indicators_v1.0_2026-01-26.md – dataset metadata and documentation
DOI: 10.5061/dryad.r4xgxd2pg
title: 30 years of terrestrial insect richness patterns across elevation: What have we learned? A global meta-analysis

description: Understanding elevation variation in biodiversity is a classic question in
 ecology and has implications for understanding climate change impacts on
 mountain ecosystems. While insects are the largest group of animals, the
 global trend in insect species richness with elevation is unknown. To
 date, single studies and taxa-specific syntheses have provided no single
 picture, finding variable patterns of insect richness with elevation. A
 global synthesis across systems would provide a better understanding of
 how insect species richness changes with elevation, and the possible
 environmental correlates of those patterns. We used published studies of
 terrestrial insect elevation gradients from 1990-2020 to ask: How does
 insect species richness change with elevation, and which environmental
 variables best explain this relationship statistically? With 1486 sites
 spanning 151 species richness-elevation gradients from 80 studies from 4
 diverse insect taxonomic groups and 5 biomes, we found that overall
 proportional richness reached a low elevation plateau and then decreased.
 We also show that mean annual temperature and seasonality best explained
 this trend. We suggest best practices and areas of interest for the future
 of insect richness elevation studies, including underrepresented groups,
 geographic areas, and more-standardized methods.
description: "input2" - statistic input for the abiotic data subset Contains:
 studyid: ID of the paper used gradientid: ID of the gradient within the
 paper ndvi: NDVI data for year that the study collected insects (no units)
 average.ndvi: average ndvi for 3 years surrounding collection year (no
 units) latitude: latitude longitude: longitude temperature: mean annual
 temperature from worldclim (degree celcius) precipitation: total annual
 precipitation from worldclim (mm) temp.seasonality: temperature
 seasonality from worldclim (no units) taxa: order of insect studied per
 gradient elevation: elevation site (meters above sea level) richness:
 richness of taxa (number of species) biome: biome studied, (T)ropical,
 (TE)mperate, (M)editteranean, (D)essert, (A)lpine precip.seasonality:
 precipitation seasonality from worldclim (no units) "input" -
 statistical input for all gradients studyid: ID of the paper used
 gradientid: ID of the gradient within the paper taxa: order of insect
 studied per gradient elevation: elevation site (meters above sea level)
 richness: richness of taxa (number of species) biome: biome studied,
 (T)ropical, (TE)mperate, (M)editteranean, (D)essert, (A)lpine
 highest.elevation: highest elevation site per gradient (meters above sea
 level)
DOI: 10.5067/karin-2glc1
title: SWOT Simulated Level-2 KaRIn SSH from GLORYS for Cal/Val Version 1
DOI: 10.5067/karin-2lsp1
title: SWOT Simulated Level 2 North America Continent High Rate Lake Vectors Product Version 1.0
DOI: 10.6084/m9.figshare.31173895
title: Local Indicators of Mark Association for Marked Spatial Point Processes

description: Distinct local mark behaviours are increasingly observed in applications of marked spatial point processes. These local differences reveal important limitations of global mark correlation functions, which can fail to identify true mark associations when some mark behaviours dominate others. In this paper, we introduce a family of local indicators of mark association (LIMA) for marked spatial point processes. These functions are defined for point processes on general state spaces and accommodate both real-valued and object-valued marks. Unlike global mark correlation functions, which can be distorted when distinct mark behaviours coexist, LIMA functions reliably identify all types of mark associations among points. Moreover, they identify the interpoint distances at which individual points exhibit significant mark associations. Through a range of simulated scenarios and two forestry applications involving real- and function-valued marks, we demonstrate the performance of LIMA functions. In particular, LIMA functions substantially outperform existing global mark correlation functions in detecting mark associations, quantifying their variation, and identifying their effective spatial range.
DOI: 10.6084/m9.figshare.31173895.v1
title: Local Indicators of Mark Association for Marked Spatial Point Processes

description: Distinct local mark behaviours are increasingly observed in applications of marked spatial point processes. These local differences reveal important limitations of global mark correlation functions, which can fail to identify true mark associations when some mark behaviours dominate others. In this paper, we introduce a family of local indicators of mark association (LIMA) for marked spatial point processes. These functions are defined for point processes on general state spaces and accommodate both real-valued and object-valued marks. Unlike global mark correlation functions, which can be distorted when distinct mark behaviours coexist, LIMA functions reliably identify all types of mark associations among points. Moreover, they identify the interpoint distances at which individual points exhibit significant mark associations. Through a range of simulated scenarios and two forestry applications involving real- and function-valued marks, we demonstrate the performance of LIMA functions. In particular, LIMA functions substantially outperform existing global mark correlation functions in detecting mark associations, quantifying their variation, and identifying their effective spatial range.
DOI: 10.5067/karin-2mec1
title: SWOT Simulated Level-2 KaRIn SSH from MITgcm ECCO LLC4320 for Cal/Val Version 1
DOI: 10.5067/karin-2mes1
title: SWOT Simulated Level-2 KaRIn SSH from MITgcm ECCO LLC4320 for Science Version 1
DOI: 10.15468/dl.qp7sza
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Scymnodon macracanthus"
 ]
}

 The dataset includes 79 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004126-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5067/karin-2pix1
title: SWOT Simulated Level 2 North America Continent KaRIn High Rate Water Mask Pixel Cloud Product Version 1.0
DOI: 10.5067/karin-2pxv1
title: SWOT Simulated Level 2 North America Continent KaRIn High Rate Pixel Cloud Vector Attribute Product Version 1.0
DOI: 10.5067/karin-2ras1
title: SWOT Simulated Level 2 North America Continent High Rate Raster Product Version 1.0