cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29328799
title: Mechanisms of color change and smart control strategies during carrot drying

description: This study elucidated coupled surface-interior color evolution mechanisms, examined the interrelationship between external and internal chromatic variations and proposed an intelligent control strategy for carrot drying processes. Four drying techniques—hot air drying (HAD), infrared drying (IRD), microwave vacuum drying (MVD), and freeze drying (FD)—were comparatively analyzed in terms of their effects on surface color, internal browning, and pigment stability. Both enzymatic and non-enzymatic browning were examined by monitoring browning degree (BD), 5-hydroxymethylfurfural (5-HMF) levels, and the activities of polyphenol oxidase (PPO) and peroxidase (POD) throughout the drying stages. Dynamic analyses revealed enzymatic reactions dominated high-moisture stages (MC &gt; 0.6 g/g w.b.), while Maillard reactions prevailed at MC &lt; 0.6 g/g w.b. To enable nondestructive, real-time monitoring, a hybrid detection system integrating near-infrared spectroscopy (NIR) and low-field nuclear magnetic resonance (LF-NMR) was developed. BD prediction models were constructed using partial least squares (PLS), support vector machine (SVM), and back-propagation artificial neural network (BP-ANN) algorithms. Among these, the BP-ANN model exhibited superior predictive performance (<i>R</i><sup>2</sup> = 0.9220, RMSE = 0.0128). In the practical application of dry browning control and burn prevention, the browning degrees of carrots were 0.168 and 0.274, respectively, with the efficiency improvements of 28% and 37%. This work provides critical insights into spatiotemporal browning dynamics and demonstrates the viability of AI-driven quality control in industrial drying. First multimodal NIR-LF-NMR sensing platform enabling synchronous analysis of surface-interior browning dynamics.Constructed high-accuracy BP-ANN models for predicting browning degree using fusion spectral–moisture features.Proposed an intelligent MVD control strategy that reduced drying time by 37% while preserving color quality. First multimodal NIR-LF-NMR sensing platform enabling synchronous analysis of surface-interior browning dynamics. Constructed high-accuracy BP-ANN models for predicting browning degree using fusion spectral–moisture features. Proposed an intelligent MVD control strategy that reduced drying time by 37% while preserving color quality.
DOI: 10.6084/m9.figshare.29615743
title: Light modulation through spectrally selective materials in solar dryers for the retention of bio-compounds

description: In this work, we explore the requirements for preserving natural pigments such as anthocyanins, carotenoids, and chlorophylls after solar drying. We focus primarily on how to modulate lighting conditions inside the drying chamber of solar dryers using spectrally selective glazing materials: Green material (<b>G</b>), red material (<b>R</b>), and a nonmetallic plasmon (Cu2-xSe coated polycarbonate, <b>C</b>). These materials modulated the solar irradiance intensity in the spectral range: 450–600, 600–1050, and 450–1050 nm, respectively. This affected to different extents the stability and consequent retention of bio-compounds contained in the food. The changes in the optical absorption spectrum during the drying process of strawberry and cilantro organic extracts (OE) were analyzed. Glycosylation ratio (GR) and acylation ratio (AR) were the chosen variables in the experiments with strawberry OE. Chlorophylls and total carotenoid concentration were the variables chosen in the experiments with cilantro OE. The maximum temperature, 66 °C, was reached using C material, which allows for light transmission in the green to the near-infrared (NIR) spectral interval. The absorption spectrum of the natural pigments evolved over time, influenced by each treatment: <b>G</b>, <b>R</b>, <b>C</b> and open sun drying <b>S</b>. GR and AR increased with the drying time in all the treatments. Better stability of the pigments was observed in strawberry OE in solar drying under G, R, and C covering materials compared with S. A greater retention of chlorophylls and carotenes in cilantro OE was obtained using G and C covering materials. Thus, modulation of light is desirable to improve the retention of bioactive compounds during food drying.
DOI: 10.6084/m9.figshare.29615743.v1
title: Light modulation through spectrally selective materials in solar dryers for the retention of bio-compounds

description: In this work, we explore the requirements for preserving natural pigments such as anthocyanins, carotenoids, and chlorophylls after solar drying. We focus primarily on how to modulate lighting conditions inside the drying chamber of solar dryers using spectrally selective glazing materials: Green material (<b>G</b>), red material (<b>R</b>), and a nonmetallic plasmon (Cu2-xSe coated polycarbonate, <b>C</b>). These materials modulated the solar irradiance intensity in the spectral range: 450–600, 600–1050, and 450–1050 nm, respectively. This affected to different extents the stability and consequent retention of bio-compounds contained in the food. The changes in the optical absorption spectrum during the drying process of strawberry and cilantro organic extracts (OE) were analyzed. Glycosylation ratio (GR) and acylation ratio (AR) were the chosen variables in the experiments with strawberry OE. Chlorophylls and total carotenoid concentration were the variables chosen in the experiments with cilantro OE. The maximum temperature, 66 °C, was reached using C material, which allows for light transmission in the green to the near-infrared (NIR) spectral interval. The absorption spectrum of the natural pigments evolved over time, influenced by each treatment: <b>G</b>, <b>R</b>, <b>C</b> and open sun drying <b>S</b>. GR and AR increased with the drying time in all the treatments. Better stability of the pigments was observed in strawberry OE in solar drying under G, R, and C covering materials compared with S. A greater retention of chlorophylls and carotenes in cilantro OE was obtained using G and C covering materials. Thus, modulation of light is desirable to improve the retention of bioactive compounds during food drying.
DOI: 10.15468/dl.edneej
title: Occurrence Download

description: A dataset containing 53578 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dracocephalum"
 ]
}

 The dataset includes 53578 records from 615 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006328-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18335341
title: ROAKS

description: ROAKS
DOI: 10.5281/zenodo.18335342
title: ROAKS

description: ROAKS
DOI: 10.15468/dl.papydu
title: Occurrence Download

description: A dataset containing 431 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kirengeshoma"
 ]
}

 The dataset includes 431 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006416-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3nxn7n
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Milium effusum",
 "Year 1970-2000"
 ]
}

 The dataset includes 108 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006417-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c55xgm
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((88.61324500000001 24.219979, 88.536247 24.214402, 88.46116499999999 24.19781, 88.389864 24.170615, 88.32411500000001 24.133494, 88.265545 24.087368, 88.215599 24.033382, 88.175504 23.972874, 88.146237 23.907342, 88.128505 23.838406, 88.122728 23.767766, 88.12902800000001 23.697164, 88.147232 23.628336, 88.176873 23.562974, 88.217209 23.502679, 88.26723699999999 23.44893, 88.32572500000001 23.403041, 88.391233 23.366133, 88.462159 23.339107, 88.53677 23.322624, 88.61324500000001 23.317085, 88.68971999999999 23.322624, 88.764331 23.339107, 88.835257 23.366133, 88.90076500000001 23.403041, 88.959253 23.44893, 89.009281 23.502679, 89.049617 23.562974, 89.079258 23.628336, 89.09746199999999 23.697164, 89.103762 23.767766, 89.09798499999999 23.838406, 89.080253 23.907342, 89.05098599999999 23.972874, 89.010891 24.033382, 88.960945 24.087368, 88.90237500000001 24.133494, 88.836626 24.170615, 88.765325 24.19781, 88.690243 24.214402, 88.61324500000001 24.219979))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006418-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bvytu8
title: Occurrence Download

description: A dataset containing 3922 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Chinese Taipei, Hong Kong, Macao)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Smilax china"
 ]
}

 The dataset includes 3922 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006415-260120142942310/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.31132378.v1
title: "Large seasonal variation in fine root economics, ectomycorrhizal and hydraulic strategies in <i>Pinus koraiensis</i> – partly dependent on tree life stages and root orders" by Yu Qin, Mingyang Fu, Guangze Jin, Zhili Liu and Grégoire T. Freschet.

description: The dataset details (including sampling design and measurement methods) are described in the manuscript entitled “Large seasonal variation in fine root economics, ectomycorrhizal and hydraulic strategies in <i>Pinus koraiensis</i> – partly dependent on tree life stages and root orders.”
DOI: 10.6084/m9.figshare.31132378
title: "Large seasonal variation in fine root economics, ectomycorrhizal and hydraulic strategies in <i>Pinus koraiensis</i> – partly dependent on tree life stages and root orders" by Yu Qin, Mingyang Fu, Guangze Jin, Zhili Liu and Grégoire T. Freschet.

description: The dataset details (including sampling design and measurement methods) are described in the manuscript entitled “Large seasonal variation in fine root economics, ectomycorrhizal and hydraulic strategies in <i>Pinus koraiensis</i> – partly dependent on tree life stages and root orders.”
DOI: 10.15468/dl.4hykyf
title: Occurrence Download

description: A dataset containing 3184 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)",
 "Geometry POLYGON((-100 37,-90 37,-90 48,-100 48,-100 37))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Apis",
 "Year 2022-2023"
 ]
}

 The dataset includes 3184 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006420-260120142942310/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.31132450
title: The genome assembly and annotation of Phoca largha

description: The genome assembly and annotation of Phoca largha
DOI: 10.6084/m9.figshare.31132450.v1
title: The genome assembly and annotation of Phoca largha

description: The genome assembly and annotation of Phoca largha
DOI: 10.5281/zenodo.18311291
title: tsp
title: travelling salesman problem

description: travelling salesman problem
DOI: 10.5281/zenodo.18311292
title: tsp
title: travelling salesman problem

description: travelling salesman problem
DOI: 10.15468/dl.7fkgug
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((88.664193 24.220167, 88.58719499999999 24.21459, 88.512112 24.197998, 88.44081199999999 24.170803, 88.375062 24.133682, 88.316492 24.087556, 88.26654600000001 24.03357, 88.226451 23.973062, 88.19718399999999 23.90753, 88.179453 23.838594, 88.173676 23.767954, 88.179976 23.697352, 88.198179 23.628524, 88.22781999999999 23.563162, 88.268156 23.502867, 88.318185 23.449118, 88.376672 23.403229, 88.44218100000001 23.366321, 88.51310700000001 23.339295, 88.587718 23.322812, 88.664193 23.317273, 88.740668 23.322812, 88.815279 23.339295, 88.886205 23.366321, 88.951714 23.403229, 89.010201 23.449118, 89.06023 23.502867, 89.100566 23.563162, 89.130207 23.628524, 89.14841 23.697352, 89.15470999999999 23.767954, 89.148933 23.838594, 89.131202 23.90753, 89.101935 23.973062, 89.06184 24.03357, 89.011894 24.087556, 88.95332399999999 24.133682, 88.887574 24.170803, 88.81627400000001 24.197998, 88.741191 24.21459, 88.664193 24.220167))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006426-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pvvgre
title: Occurrence Download

description: A dataset containing 20337 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kummerowia"
 ]
}

 The dataset includes 20337 records from 375 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006422-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vfgpn7
title: Occurrence Download

description: A dataset containing 3130 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kolkwitzia"
 ]
}

 The dataset includes 3130 records from 224 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006421-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14590375
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.a352c7
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((88.628531 24.260756, 88.551508 24.255179, 88.47640199999999 24.238586, 88.405079 24.211392, 88.339309 24.17427, 88.280721 24.128144, 88.23075900000001 24.074159, 88.190652 24.013651, 88.161376 23.948119, 88.14364 23.879183, 88.137861 23.808544, 88.144164 23.737942, 88.162373 23.669115, 88.192024 23.603753, 88.232373 23.543459, 88.282417 23.48971, 88.34092200000001 23.443821, 88.406451 23.406914, 88.47739900000001 23.379889, 88.55203299999999 23.363405, 88.628531 23.357866, 88.705029 23.363405, 88.779663 23.379889, 88.850611 23.406914, 88.91614 23.443821, 88.974645 23.48971, 89.024689 23.543459, 89.065038 23.603753, 89.094689 23.669115, 89.112898 23.737942, 89.119201 23.808544, 89.113422 23.879183, 89.095686 23.948119, 89.06641 24.013651, 89.026303 24.074159, 88.97634100000001 24.128144, 88.917753 24.17427, 88.851983 24.211392, 88.78066 24.238586, 88.70555400000001 24.255179, 88.628531 24.260756))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006430-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.epxpmk
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Oryza officinalis",
 "Year 1970-2000"
 ]
}

 The dataset includes 34 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006429-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qq9gkd
title: Occurrence Download

description: A dataset containing 765 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Getonia"
 ]
}

 The dataset includes 765 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006428-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fn99xe
title: Occurrence Download

description: A dataset containing 2971 records in GBIF matching the query:
SELECT
 '149' AS fish_cell,
 GBIF_MGRSCode(1000, decimalLatitude, decimalLongitude, 0) AS cell, -- NO randomization
 COUNT(DISTINCT speciesKey) AS species_richness
 FROM occurrence
 WHERE hasCoordinate = TRUE
 AND speciesKey IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND decimalLatitude &gt;= -4.045127286108716
 AND decimalLatitude &lt;= 0.0
 AND decimalLongitude &gt;= -59.958833819396
 AND decimalLongitude &lt;= -54.87775767239571
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 2971 records were derived from 179 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006409-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rugw8c
title: Occurrence Download

description: A dataset containing 36448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Streptomyces Waksman & Henrici, 1943"
 ]
}

 The dataset includes 36448 records from 425 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016026-250525065834625/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.23590272
title: Japanese Quail (Coturnix japonica) light exposure experiment data files

description: R script and CSVs for analysis of the effect of lighted incubation on quail embryonic growth and yolk hormone metabolism (with corresponding metadata Excel file)
DOI: 10.6084/m9.figshare.23590272.v1
title: Japanese Quail (Coturnix japonica) light exposure experiment data files

description: R script and CSVs for analysis of the effect of lighted incubation on quail embryonic growth and yolk hormone metabolism (with corresponding metadata Excel file)
DOI: 10.15468/dl.2bm285
title: Occurrence Download

description: A dataset containing 120136 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mantis religiosa"
 ]
}

 The dataset includes 120136 records from 1837 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005347-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13929739
title: Planktonic foraminifera faunal data and derived sea-surface temperatures for the Marine Isotope Stage (MIS) 18 to MIS 28 interval of IODP Site U1387, Gulf of Cadiz

description: Planktonic foraminifera faunal data and sea-surface temperature reconstructions for the early-middle Pleistocene interval between 750 and 1006 kilo years from IODP Site U1387 in the Gulf of Cadiz (southern Portuguese margin). This data was used to reconstruct the paleoecological and paleoclimatical changes at the southern Portuguese margin in Mega et al. (2025), The Early–Middle Pleistocene Transition in the Gulf of Cadiz (NE Atlantic) – an interplay between subtropical gyre and extremely cold surface waters. Clim. Past 21, 919-939, doi:  10.5194/cp-21-919-2025.

The data is also available from the world data center Pangaea as a bundled data set:

Voelker, Antje H L; Mega, Aline; Rodrigues, Teresa (2025): Planktonic foraminifera faunal data and sea-surface temperatures for the Marine Isotope Stage (MIS) 18 to MIS 28 interval of IODP Site 339-U1387, Gulf of Cadiz [dataset bundled publication]. PANGAEA, https://doi.org/10.1594/PANGAEA.974451
DOI: 10.5281/zenodo.13929740
title: Planktonic foraminifera faunal data and derived sea-surface temperatures for the Marine Isotope Stage (MIS) 18 to MIS 28 interval of IODP Site U1387, Gulf of Cadiz

description: Planktonic foraminifera faunal data and sea-surface temperature reconstructions for the early-middle Pleistocene interval between 750 and 1006 kilo years from IODP Site U1387 in the Gulf of Cadiz (southern Portuguese margin). This data was used to reconstruct the paleoecological and paleoclimatical changes at the southern Portuguese margin in Mega et al. (2025), The Early–Middle Pleistocene Transition in the Gulf of Cadiz (NE Atlantic) – an interplay between subtropical gyre and extremely cold surface waters. Clim. Past 21, 919-939, doi:  10.5194/cp-21-919-2025.

The data is also available from the world data center Pangaea as a bundled data set:

Voelker, Antje H L; Mega, Aline; Rodrigues, Teresa (2025): Planktonic foraminifera faunal data and sea-surface temperatures for the Marine Isotope Stage (MIS) 18 to MIS 28 interval of IODP Site 339-U1387, Gulf of Cadiz [dataset bundled publication]. PANGAEA, https://doi.org/10.1594/PANGAEA.974451