cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.1594/pangaea.665919
title: Oceanography at CTD/bottle station IFREMER_2745
DOI: 10.1594/pangaea.750652
title: Meteorological observations during MEDEA cruise from Rio de Janeiro to Madagascar started at 1782-04-23
DOI: 10.1594/pangaea.753039
title: Meteorological observations during La Diane cruise from Louisbourg to Quebec started at 1755-05-11
DOI: 10.1594/pangaea.720829
title: Documentation of sediment core GIK23309-1
DOI: 10.1594/pangaea.896673
title: Meteorological synoptical observations from station Fukuoka (2018-10)
DOI: 10.1594/pangaea.665944
title: Oceanography at CTD/bottle station IFREMER_2770
DOI: 10.1594/pangaea.879660
title: Phytoplankton population dynamics - Loss and gross growth rates of phytoplankton
DOI: 10.1594/pangaea.494903
title: Physical oceanography during cruise U90XX00035C_1984
DOI: 10.1594/pangaea.752499
title: Meteorological observations during TILBURY cruise from Downs to Madras started at 1764-12-18
DOI: 10.1594/pangaea.668528
title: Basic and other measurements of radiation at station Barrow (2001-09), Version 1

description: Ellsworth G. Dutton discovered a calibration glitch in the SWD "Short-wave downward (GLOBAL) radiation" data for Barrow, Alaska. SWD data was therefore removed from this dataset. Please refer to the updated Version 2 (see replaced by reference) with correct calibration.
DOI: 10.1594/pangaea.770568
title: EPOCA Svalbard 2010 mesocosm experiment: Light intensity in mesocosms, fjord and pier
DOI: 10.1594/pangaea.774940
title: Continuous meteorological observations at Neumayer station (1997-02)
DOI: 10.1594/pangaea.900829
title: Basic and other measurements of radiation at Neumayer Station (2018-12)
DOI: 10.1594/pangaea.682984
title: Continuous meteorological observations at Georg-von-Neumayer station (1991-10)

description: Geocode DATE/TIME has centered values.
DOI: 10.1594/pangaea.749787
title: Meteorological observations during INFANTA cruise from La Coruña to Montevideo started at 1775-10-15
DOI: 10.1594/pangaea.666071
title: Oceanography at CTD/bottle station IFREMER_2897
DOI: 10.1594/pangaea.774944
title: Continuous meteorological observations at Neumayer station (1997-06)
DOI: 10.1594/pangaea.751603
title: Meteorological observations during PROPATRIA cruise from Dordrecht to Spitsbergen started at 1787-04-05
DOI: 10.1594/pangaea.876100
title: Other measurements at 10 m from station Boulder, SURFRAD (2015-09)
DOI: 10.1594/pangaea.750187
title: Meteorological observations during La Lamproye cruise from Brest to Martinique started at 1788-03-17
DOI: 10.1594/pangaea.751578
title: Meteorological observations during Prins Veldmaarschalk cruise from Soerabaya to Rotterdam started at 1846-11-04
DOI: 10.1594/pangaea.752857
title: Meteorological observations during WEAZLE cruise from Spithead to Santa Cruz started at 1773-11-27
DOI: 10.1594/pangaea.843843
title: Electron microprobe Mg/Ca elemental ratio maps used for temperature reconstruction using Clathromorphum nereostratum (Figure 4 a,b,d)

description: Seasonal pH variability. EMP Mg/Ca elemental maps (10 µm resolution) for the time slices (TS-1923/27, TS-1961/65, TS-1989/92) and Mg/Ca time series used for temperature calculation
DOI: 10.1594/pangaea.856740
title: Annual growth rate of fish populations using ecological-economic modeling (Fig. 3)
DOI: 10.1594/pangaea.484509
title: Hydrochemistry measured on water bottle samples at station SAVE3/147-2

description: This data sets is part of a compilation by James Swift for the Java OceanAtlas software. Data are from various pre-WOCE sources, mainly with contributions and quality control from Joseph Reid (SIO) and NODC.
DOI: 10.1594/pangaea.900833
title: Meteorological synoptical observations from Neumayer Station (2019-01)
DOI: 10.1594/pangaea.812664
title: (Table 2) Participation in subsistence activities of Arctic indigenous peoples by country

description: Empty cells = no data.
DOI: 10.1594/pangaea.777341
title: (Table 2) Chemical composition of smectites from aphyric basalt of DSDP Hole 49-407
DOI: 10.1594/pangaea.477830
title: Hydrochemistry measured on water bottle samples at station SPac_1968_HH_170W/35

description: This data sets is part of a compilation by James Swift for the Java OceanAtlas software. Data are from various pre-WOCE sources, mainly with contributions and quality control from Joseph Reid (SIO) and NODC.
DOI: 10.1594/pangaea.664557
title: Oceanography at CTD/bottle station IFREMER_1397
DOI: 10.1594/pangaea.775133
title: Continuous meteorological observations at Neumayer station (2007-09)
DOI: 10.1594/pangaea.752073
title: Meteorological observations during SEAHORSE cruise from Table Bay to Plymouth started at 1783-12-28
DOI: 10.1594/pangaea.775152
title: Continuous meteorological observations at Neumayer station (2009-04)
DOI: 10.1594/pangaea.498352
title: Physical oceanography from BT during cruise U909G08753B_1901
DOI: 10.1594/pangaea.875666
title: Other measurements at 10 m from station Bondville (2015-06)
DOI: 10.1594/pangaea.477323
title: Hydrochemistry measured on water bottle samples at station NPac_1985_TT_47Na/62-1

description: This data sets is part of a compilation by James Swift for the Java OceanAtlas software. Data are from various pre-WOCE sources, mainly with contributions and quality control from Joseph Reid (SIO) and NODC.
DOI: 10.1594/pangaea.812668
title: (Table 6) Settlement patterns of Arctic indigenous peoples

description: Greenland normally distinguishes between settlements and towns. Using this definition, the distribution between settlements and towns (excluding Nuuk) in Greenland would be 18% and 56% respectively.
DOI: 10.1594/pangaea.812679
title: Documentation of sediment core JR141_VC394
DOI: 10.1594/pangaea.775155
title: Continuous meteorological observations at Neumayer station (2009-07)
DOI: 10.1594/pangaea.495465
title: Water temperature XBT profiles from cruise U31ZD45172_1973
DOI: 10.1594/pangaea.495543
title: Water temperature MBT profiles from cruise U7402367M_1958
DOI: 10.1594/pangaea.812670
title: (Table 8) Considered moving of Arctic indigenous peoples in last five years by place size and country
DOI: 10.1594/pangaea.812671
title: (Table 9,10) Percentage of adults of Arctic indigenous peoples perceiving social or individual problems
DOI: 10.1594/pangaea.497478
title: Physical oceanography from BT during cruise U589900023B_1913
DOI: 10.1594/pangaea.666074
title: Oceanography at CTD/bottle station IFREMER_2900
DOI: 10.1594/pangaea.815225
title: EPOCA Svalbard 2010 mesocosm experiment: depth-integrated (0-12m) phytoplankton community composition using marker pigments (CHEMTAX)
DOI: 10.1594/pangaea.812672
title: (Table 11) Likelihood of Arctic indigenous peoples of being depressed by satisfaction with life as a whole

description: Data based on Alaska and Greenland (scale constructed according to Berwick et al. 1991).
DOI: 10.1594/pangaea.747864
title: Meteorological observations during CERES cruise from Simonsbaai to Punto Galle started at 1786-07-29
DOI: 10.1594/pangaea.757938
title: Basic and other measurements of radiation at station Barrow (2005-03), Version 1

description: Ellsworth G. Dutton discovered a calibration glitch in the SWD "Short-wave downward (GLOBAL) radiation" data for Barrow, Alaska. SWD data was therefore removed from this dataset. Please refer to the updated Version 2 (see replaced by reference) with correct calibration.
DOI: 10.1594/pangaea.498161
title: Physical oceanography from BT during cruise U58XX01115B_1939
DOI: 10.1594/pangaea.498975
title: Physical oceanography from BT during cruise U90X008143B_1989
DOI: 10.1594/pangaea.747345
title: Meteorological observations during AMBUSCADE cruise from Port Royal to Plymouth started at 1798-02-07
DOI: 10.1594/pangaea.812673
title: (Table 12) Satisfaction of Arctic indigenous peoples with influence over the management of natural resources and over reduction of local environmental problems

description: Scale based on three items. Natural resources e.g. fish, game, petroleum, mining.
DOI: 10.1594/pangaea.875662
title: Other measurements at 10 m from station Bondville (2015-04)
DOI: 10.1594/pangaea.665537
title: Oceanography at CTD/bottle station IFREMER_2377
DOI: 10.1594/pangaea.752117
title: Meteorological observations during SHEERNESS cruise from Cape Nicholas to The Downs started at 1798-01-01
DOI: 10.1594/pangaea.885077
title: XRF-core logger measurements from IODP Hole 365-C0010D
DOI: 10.1594/pangaea.805939
title: Geochemistry of sediment core PC-P05b, Potter Cove, King George Island
DOI: 10.1594/pangaea.932338
title: Ultra-violet measurements from station Payerne (2020-12)
DOI: 10.1594/pangaea.663220
title: Oceanography at CTD/bottle station IFREMER_0060
DOI: 10.1594/pangaea.812675
title: (Table 14) Percentage of adults of Arctic indigenous peoples with stressful experiences in elementary/high school
DOI: 10.1594/pangaea.706238
title: Basic and other measurements of radiation at station Barrow (2007-06), Version 1

description: Ellsworth G. Dutton discovered a calibration glitch in the SWD "Short-wave downward (GLOBAL) radiation" data for Barrow, Alaska. SWD data was therefore removed from this dataset. Please refer to the updated Version 2 (see replaced by reference) with correct calibration.
DOI: 10.1594/pangaea.494852
title: Physical oceanography during cruise U90XX00004C_1976
DOI: 10.1594/pangaea.496220
title: Water temperature MBT profiles from cruise U90X089253M_1981
DOI: 10.1594/pangaea.757850
title: Basic and other measurements of radiation at station Barrow (2000-03), Version 1

description: Ellsworth G. Dutton discovered a calibration glitch in the SWD "Short-wave downward (GLOBAL) radiation" data for Barrow, Alaska. SWD data was therefore removed from this dataset. Please refer to the updated Version 2 (see replaced by reference) with correct calibration.
DOI: 10.1594/pangaea.750390
title: Meteorological observations during Le Salomon cruise from Rochefort to Ile Miquelon started at 1766-01-29
DOI: 10.1594/pangaea.751266
title: Meteorological observations during PORTLAND cruise from St. Helena to Uk started at 1761-07-01
DOI: 10.1594/pangaea.494669
title: Physical oceanography during cruise K5815_1995
DOI: 10.1594/pangaea.751780
title: Meteorological observations during ROEBUCK cruise from Nore to New York started at 1779-07-25
DOI: 10.1594/pangaea.496856
title: Physical oceanography from BT during cruise K9043B_1978
DOI: 10.1594/pangaea.749760
title: Meteorological observations during IMPERIEUSE cruise from Benkulen to Deptford started at 1801-02-03
DOI: 10.1594/pangaea.498936
title: Physical oceanography from BT during cruise U90X008083B_1985
DOI: 10.1594/pangaea.664805
title: Oceanography at CTD/bottle station IFREMER_1645
DOI: 10.1594/pangaea.907694
title: Strontium, neodymium and lead isotopes in dust from source area Murray Darling Basin, Australia

description: Analyses performed by Dr Marc Norman, ANUProcedures as in: Gingele, F.X. & De Deckker, P. (2005)#0 = n.d.
DOI: 10.1594/pangaea.882232
title: Basic and other measurements of radiation at station Barrow (1996-10)

description: Version 2, (2017-10-25), with corrected Short-wave downward (GLOBAL) radiation values.
DOI: 10.1594/pangaea.496929
title: Physical oceanography from BT during cruise M903800007B_1982
DOI: 10.1594/pangaea.932336
title: Ultra-violet measurements from station Payerne (2020-10)
DOI: 10.1594/pangaea.812089
title: (Table 6) Reproductive success as Timson's index germination of arctic tundra plants in control and warming plots, Alexandra Fiord

description: Germination rate was calculated using a modified Timson's Index (TIm):SumG/t. This value was calculated by first obtaining average percent germination per 3-day interval, which was the maximum frequency that germinants were counted and removed from Petri plates. These averages were then summed as a progressive total of daily cumulative germination (SG) over the number of measurement increments in the trial period, which in this study was 12 (i.e. eleven 3-day increments and one 2-day increment). The resultant value was then divided by the total number of days in the germination trial period (t). n = 37 plots per treatment/site.
DOI: 10.1594/pangaea.494570
title: Physical oceanography during cruise CUSNS_1942
DOI: 10.1594/pangaea.921322
title: (Supplement 2-2) Corrected hourly measurements with a Multi Angle Absorption Photometer at Cabo Verde from 2008 to 2017
DOI: 10.1594/pangaea.882271
title: Basic and other measurements of radiation at station Barrow (1997-02)

description: Version 2, (2017-10-26), with corrected Short-wave downward (GLOBAL) radiation values.
DOI: 10.1594/pangaea.498071
title: Physical oceanography from BT during cruise U58XX00067B_1965
DOI: 10.1594/pangaea.932359
title: Other measurements at 30 m from station Payerne (2020-06)
DOI: 10.1594/pangaea.932343
title: Ozone measurements from station Payerne (2020-04)

description: Location: Arosa, Switzerland; Distance from radiation site: 200 km
DOI: 10.1594/pangaea.932344
title: Ozone measurements from station Payerne (2020-05)

description: Location: Arosa, Switzerland; Distance from radiation site: 200 km
DOI: 10.1594/pangaea.498247
title: Physical oceanography from BT during cruise U74X008621B_1955
DOI: 10.1594/pangaea.498336
title: Physical oceanography from BT during cruise U909900016B_1903
DOI: 10.1594/pangaea.484945
title: Sea surface temperature data during cruise Rivalen_19020529

description: Values of air and water temperature are corrected if corrections are given. If correction value is missing, it is taken 0.0. If correction is given for a range of temperature, particular value is computed by linear interpolation.
DOI: 10.1594/pangaea.664624
title: Oceanography at CTD/bottle station IFREMER_1464
DOI: 10.1594/pangaea.748877
title: Meteorological observations during El Cortes cruise from La Habana to Bilbao started at 1771-11-14
DOI: 10.1594/pangaea.883875
title: Basic and other measurements of radiation at station Barrow (2005-08)

description: Version 2, 2017-12-08, with corrected Short-wave downward (GLOBAL) radiation values. Please note that relative humidity values might be off and are therefore to be handled with caution.
DOI: 10.1594/pangaea.929669
title: 238U-230Th zircon crystallization ages from Ilopango caldera TB eruptions (Table S2)

description: This dataset includes results from U-Th disequilibria dating from zircon rims (outermost crystal face) and crystal interiors (polished crystals) of the last four explosive silicic eruptions from Ilopango caldera in El Salvador (TBJ, TB2, TB3, and TB4). Zircon crystals were analyzed employing Secondary Ion Mass Spectrometry at Heidelberg University.
description: Analytical Uncertainties are 1σ. ∞ = zircon in secular equilibrium (&gt;350 ka)m = zircon-melt model isochron slope.Decay constants used: λ232: 4.9475·10−11 a−1; λ230: 9.158·10−6 a−1; λ238: 1.55125·10−10 a−1.Secular equilibrium zircon reference AS3 (230Th)/(238U)= 1.027 ± 0.005 (MSWD = 0.63; n= 34).U concentration from measured 238UO+/90Zr2O4+ relative to 91500 zircon with 81.2 ppm U.
DOI: 10.1594/pangaea.932360
title: Other measurements at 30 m from station Payerne (2020-07)
DOI: 10.1594/pangaea.665970
title: Oceanography at CTD/bottle station IFREMER_2796
DOI: 10.1594/pangaea.932350
title: Ozone measurements from station Payerne (2020-11)

description: Location: Arosa, Switzerland; Distance from radiation site: 200 km
DOI: 10.15468/dl.p2cgrf
title: Occurrence Download

description: A dataset containing 146221 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Buxus sempervirens",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 146221 records from 1049 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059902-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17971926
title: Synthetic Benchmark Dataset for Streaming Multi-Source Integration (N=180)

description: This dataset contains 180 synthetic benchmark test scenarios used to validate the adaptive credibility assessment framework presented in the paper "Streaming Multi-Source Integration Through Adaptive Credibility Assessment."

The dataset includes:- 180 controlled test scenarios with known ground truth (test_cases.csv)- Simulated measurements from 4 providers (Google Analytics 4, Mixpanel, PostHog, Microsoft Clarity)- Categories: basic operation (60%), edge cases (20%), failure simulations (20%)- Sample server-side logs for validation (server_logs_sample.csv)- Python validation and data generation scripts

Key Results:- Mean Absolute Error (MAE): 4.1% (weighted aggregation)- 67% error reduction vs. best single source (12.3% MAE)- Ground truth agreement: 95.2%

The dataset enables researchers to reproduce paper results and validate multi-source integration approaches.

Related Paper:"Streaming Multi-Source Integration Through Adaptive Credibility Assessment"Authors: Ramsha Mehreen, Renikunta Ramesh Journal: Knowledge-Based Systems (Elsevier)

GitHub Repository: https://github.com/m24ds001/streaming-multi-experts
DOI: 10.5281/zenodo.17971927
title: Synthetic Benchmark Dataset for Streaming Multi-Source Integration (N=180)

description: This dataset contains 180 synthetic benchmark test scenarios used to validate the adaptive credibility assessment framework presented in the paper "Streaming Multi-Source Integration Through Adaptive Credibility Assessment."

The dataset includes:- 180 controlled test scenarios with known ground truth (test_cases.csv)- Simulated measurements from 4 providers (Google Analytics 4, Mixpanel, PostHog, Microsoft Clarity)- Categories: basic operation (60%), edge cases (20%), failure simulations (20%)- Sample server-side logs for validation (server_logs_sample.csv)- Python validation and data generation scripts

Key Results:- Mean Absolute Error (MAE): 4.1% (weighted aggregation)- 67% error reduction vs. best single source (12.3% MAE)- Ground truth agreement: 95.2%

The dataset enables researchers to reproduce paper results and validate multi-source integration approaches.

Related Paper:"Streaming Multi-Source Integration Through Adaptive Credibility Assessment"Authors: Ramsha Mehreen, Renikunta Ramesh Journal: Knowledge-Based Systems (Elsevier)

GitHub Repository: https://github.com/m24ds001/streaming-multi-experts
DOI: 10.15468/dl.s5dzbs
title: Occurrence Download

description: A dataset containing 1903 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euphorbia ingens",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 1903 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059912-251120083545085/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.30575328
title: Structural change, elasticity of substitution, and growth

description: This paper investigates structural change driven by sectoral differences in the elasticity of substitution (ES). While existing literature successfully replicates empirical patterns using complex numerical simulations, the underlying mechanisms often remain opaque. To provide clear theoretical insights, we develop an analytically tractable two-sector model, strategically using linear and Cobb-Douglas production functions for the agricultural and non-agricultural sectors respectively. This model helps analyze how the primary aspects of structural shift from the agricultural to non-agricultural sector change over time. The model demonstrates how standard monotonic shifts of labor and value-added shares from agriculture to non-agricultural sectors coexist with non-monotonic dynamics: the capital share of the non-agricultural sector and the macro ES follow U-shaped paths, while the aggregate capital income share follows an inverted U-shaped trend. We elucidate the mechanisms that lead to these non-monotonic changes while showing that our results are largely consistent with empirical findings. The income ratio of capital to labor shows an inverted U-shaped trend. The capital share of the non-agricultural sector shows a U-shaped trend. The elasticity of substitution between capital and labor shows a U-shaped trend. We use two types of production functions: linear and Cobb-Douglas.
DOI: 10.6084/m9.figshare.30575328.v1
title: Structural change, elasticity of substitution, and growth

description: This paper investigates structural change driven by sectoral differences in the elasticity of substitution (ES). While existing literature successfully replicates empirical patterns using complex numerical simulations, the underlying mechanisms often remain opaque. To provide clear theoretical insights, we develop an analytically tractable two-sector model, strategically using linear and Cobb-Douglas production functions for the agricultural and non-agricultural sectors respectively. This model helps analyze how the primary aspects of structural shift from the agricultural to non-agricultural sector change over time. The model demonstrates how standard monotonic shifts of labor and value-added shares from agriculture to non-agricultural sectors coexist with non-monotonic dynamics: the capital share of the non-agricultural sector and the macro ES follow U-shaped paths, while the aggregate capital income share follows an inverted U-shaped trend. We elucidate the mechanisms that lead to these non-monotonic changes while showing that our results are largely consistent with empirical findings. The income ratio of capital to labor shows an inverted U-shaped trend. The capital share of the non-agricultural sector shows a U-shaped trend. The elasticity of substitution between capital and labor shows a U-shaped trend. We use two types of production functions: linear and Cobb-Douglas.
DOI: 10.6084/m9.figshare.28406408
title: Artificial intelligence and dynamic pricing: a systematic literature review

description: With dynamic pricing becoming more widespread across various industries, artificial intelligence has made it even more sophisticated and widespread. The authors conducted a systematic literature review and analyzed a dataset of 95 peer-reviewed articles from international journals selected in Web of Science and Scopus to better understand artificial intelligence’s impact on dynamic pricing. The authors identified four clusters related to financial modeling, market dynamics, commodity markets, and behavior and decision-making. They also found that China has overtaken the USA in the number of published articles. They identified the themes of market simulation investment, crude oil commodity dependence, and behavior traders’ prices. A systematic literature review is essential to understand the impact of artificial intelligence on dynamic pricing and its implications for businesses, consumers, and society.