cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/wn9t2cswgv.2
title: Global Salinity Gradient Energy Potential Database (ARA24)

description: This database provides an assessment of the Salinity Gradient Energy potential that can be harnessed from river mouths worldwide (also known as blue energy or osmotic energy). 
This resource integrates data on freshwater discharge, salinity, and temperature at river mouths globally, offering estimates of theoretical and extractable SGE potential alongside additional parameters of interest.

A detailed methodology, maps, and analyses derived from this database are presented in the manuscript:
Álvarez-Silva, O., Roldán-Carvajal, M., & Arévalo, F. "Extended assessment of the globally extractable salinity gradient energy from river mouths."
(submitted for publication on 13.12.2024).
When using this database, please cite the scientific paper and the dataset, prioritizing the scientific publication to ensure proper acknowledgment.

Inputs
1. Sea Surface Salinity: Data from the NASA Soil Moisture Active Passive (SMAP) observatory, specifically the JPL SMAP-SSS V5.0 CAP product.
2. Sea Surface Temperature: Data from the Moderate-resolution Imaging Spectrometer (MODIS) onboard NASA’s Aqua satellite, part of the Earth Observation System (EOS).
3. River Discharge Databases:
• Database 1 (N20): Multiannual average discharge (1980–2010) from 10,848 river mouths, derived from global models and satellite data as compiled by Nienhuis et al. (2020) DOI: 10.1038/s41586-019-1905-9. Used for assessing global theoretical SGE potential.
• Database 2 (ARA24): Monthly discharge data from 1,078 river mouths, compiled from global datasets and national hydrology agencies. Used for estimating extractable SGE potential.

Outputs
1. SGE_Global_Database_N20.xlsx:
A single-sheet dataset with data for 10,848 river mouths, including:
• River name, country, and ocean basin.
• Coordinates and multiannual average hydrological and oceanographic data.
• Energy density, theoretical potential, and regional summaries.

2. SGE_Global_Database_ARA24.xlsx: 
A multi-sheet dataset with data for 1,078 river mouths, including:
• Sheet 1: River names, locations (coordinates, country, region, continent, ocean basin), mean monthly discharge, environmental discharge, extraction factor, design flow, monthly extractable discharge, and capacity factor.
• Sheet 2: Monthly energy density variability.
• Sheet 3: Monthly variability and long-term averages of theoretical potential.
• Sheet 4: Monthly variability and long-term averages of extractable potential.
• Sheets 5-7: Monthly extractable potential summaries by ocean basin, country, and region, respectively.

3. SGE_Global_Viewer.exe: 
• An interactive application compiled in Matlab® to visualize ARA24 data.
• Users can adjust extraction factors and environmental discharge, with outputs including design flow, capacity factor, and extractable potential.
• The users do not require Matlab® installation or a software license.
DOI: 10.15468/dl.v26t7d
title: Occurrence Download

description: A dataset containing 10297 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nigella arvensis L."
 ]
}

 The dataset includes 10297 records from 288 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000044-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/xxr7pxwmcm.1
title: 3D-printed beads with ABS and PLA: characterization and biotechnological prospecting in cell immobilization
DOI: 10.17632/z3yc9z84tk.1
title: Dataset to assess the structural performance of cracked reinforced concrete using FEM, DIC and DfM

description: Complete information on data collection and the dataset can be found in the paper:
A. Sjölander, V. Belloni, V. Peterson, J. Ledin. Experimental dataset to assess the structural performance of cracked reinforced concrete using Digital Image Correlation with fixed and moving cameras. Submitted to Data in Brief.
DOI: 10.17632/z3yc9z84tk.3
title: Monitoring of structural performance of cracked reinforced concrete using DIC and CMfM

description: Complete information on data collection and the dataset can be found in the paper:
A. Sjölander, V. Belloni, V. Peterson, J. Ledin. Experimental dataset to assess the structural performance of cracked reinforced concrete using Digital Image Correlation techniques with fixed and moving cameras. Submitted to Data in Brief.

Version History.
v1. Upload of original data.
v2. Change of title of dataset to comply with new title of method, DfM changed to CMfM.
v3. Editorial changes of title.
DOI: 10.17632/yw3zthgj7z.1
title: LINF_030012500

description: TatD related DNase
Leishmania infantum (strain JPCM5)
DOI: 10.17632/vzgm6hm5zd.1
title: Reclaimed water treatment life cycle inventory dataset for China

description: This dataset addresses the significant gap in Life Cycle Assessment (LCA) data for reclaimed water treatment in China. Reclaimed water treatment, which belongs to the energy-intensive wastewater treatment sector, requires focused attention on carbon emissions reduction. This dataset comprises 67 processes, from which 12 partially system processes have been aggregated according to the level-1 standards of the Environmental Footprint (EF). The establishment of this dataset adheres to principles of transparency and traceability, aligning with EF standards. By providing more localized and precise data, this dataset supports LCA research on reclaimed water treatment in China, thereby contributing to the sustainable development of the water treatment industry.
DOI: 10.5281/zenodo.11208542
title: Organic pesticide database with 716 molecules analyzed with chemical ionization mass spectrometry. Reagent ions: bromide, protonated acetone, hydronium ion, dioxide.

description: The dataset joins the measurements output of two standard mixtures from GALAB Laboratories, containing 404 and 312 pesticides. The measurements were conducted at Karsa Oy with a thermal desorption multi-scheme chemical ionization inlet operating at atmospheric pressure, coupled to a linear trap quadrupole orbitrap mass spectrometer.

The dataset contains:



name of the compound

CAS identifier

SMILES

signal of the compound with a sample analyzed at a specific concentration and with a specific ionization method.


Reagent ions:



bromide

protonated acetone

hydronium ion

dioxide


Sample concentrations:



10 pg/µl

20 pg/µl

100 pg/µl

1 ng/µl

2,5 ng/µl


 

The dataset has been analysed in the publications:



Bortolussi, F., Sandström, H., Partovi, F., Mikkilä, J., Rinke, P., and Rissanen, M.: Technical note: Towards atmospheric compound identification in chemical ionization mass spectrometry with pesticide standards and machine learning, Atmos. Chem. Phys., 25, 685–704, https://doi.org/10.5194/acp-25-685-2025, 2025.
DOI: 10.5281/zenodo.11208543
title: Organic pesticide database with 716 molecules analyzed with chemical ionization mass spectrometry. Reagent ions: bromide, protonated acetone, hydronium ion, dioxide.

description: The dataset joins the measurements output of two standard mixtures from GALAB Laboratories, containing 404 and 312 pesticides. The measurements were conducted at Karsa Oy with a thermal desorption multi-scheme chemical ionization inlet operating at atmospheric pressure, coupled to a linear trap quadrupole orbitrap mass spectrometer.

The dataset contains:



name of the compound

CAS identifier

SMILES

signal of the compound with a sample analyzed at a specific concentration and with a specific ionization method.


Reagent ions:



bromide

protonated acetone

hydronium ion

dioxide


Sample concentrations:



10 pg/µl

20 pg/µl

100 pg/µl

1 ng/µl

2,5 ng/µl


 

The dataset has been analysed in the publications:



Bortolussi, F., Sandström, H., Partovi, F., Mikkilä, J., Rinke, P., and Rissanen, M.: Technical note: Towards atmospheric compound identification in chemical ionization mass spectrometry with pesticide standards and machine learning, Atmos. Chem. Phys., 25, 685–704, https://doi.org/10.5194/acp-25-685-2025, 2025.
DOI: 10.17632/nmt22p7kv5
title: LINF_320025100

description: RUS family member; Leishmania infantum (strain JPCM5)
DOI: 10.17632/nmt22p7kv5.1
title: LINF_320025100

description: RUS family member; Leishmania infantum (strain JPCM5)
DOI: 10.17632/7drrb87j7r.2
title: Emission data from stoves available on the market at a test facility

description: The measurement program included the following measurements:
► Measurement according to the measurement procedure of the type test (EN)
► Measurement according to the measurement method beReal (bR)
► Aging of the stoves by means of several firings and measurement after aging. 
► Additional measurements to answer questions such as influence of recharging times, emission reduction by catalyst installation, control adjustment, avoidance of leakage at the door seal.
Furthermore, measurements were also carried out on selected stoves in accordance with the measurement procedure for the "Blue Angel" eco-label (bE), which was being developed at the time of the measurement. Since in the revised measurement procedure for the Blue Angel the measurement according to the Blue Angel and type testing can be carried out in parallel on one measurement day, from August 2018 all measurements were also carried out according to the draft Blue Angel measurement routine (identified by bE-EN) in line with the type testing.
DOI: 10.17632/39gxjz82mt.1
title: LINF_320018400

description: CRAL/TRIO domain containing protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/mmn2x8dbwk.1
title: LINF_030011500

description: hypothetical protein - conserved
Leishmania infantum (strain JPCM5)
DOI: 10.17632/4cv8nyw6f7.1
title: LINF_350024400

description: Hypothetical protein - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/3k8z2gj2v3.1
title: End-to-end data collection

description: This research data is utilized in the article 'An End-to-End Direct Reinforcement Learning Approach for Multi-factor Based Portfolio Management.' It consists of stock market data from China and the United States, and includes macroeconomic data, financial indicators of the index, and trading data of the index. The article integrates multi-factor models with direct reinforcement learning to formulate an end-to-end portfolio management algorithm, which diverges from traditional prediction-then-optimize approaches. We employ this algorithm for empirical testing in both the Chinese and U.S. stock markets. The dataset encompasses the original data of asset prices and selected factors selected in the article.
DOI: 10.15468/dl.583rwh
title: Occurrence Download

description: A dataset containing 348599 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Maianthemum bifolium (L.) F.W.Schmidt"
 ]
}

 The dataset includes 348599 records from 833 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000035-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15146078
title: TABLE 1 in The reinstatement of Rafflesia banaoana (Rafflesiaceae), and implications for assessing species diversity and conservation requirements of the world's largest flowers

description: TABLE 1. Key parts and characters in Rafflesia spp.
No.PartsCharacter1CupuleSize2BractsColor, arrangement, no. of whorls, no. of bracts per layer3FlowersSize, height4Perigone TubeGeometry, length5Perigone LobesNo. of lobes, size, thickness, color shape, margin, wart ornamentation shape6DiaphragmDiameter, size from diaphragm rim to base, thickness, color relative to the perigone lobes, warts, composition7Diaphragm ApertureDiameter, color relative to the diaphragm8WindowsAbsent or present when present—composition, size, and shape9RamentaColor relative to the surface of the perigone tube, length, types, and variations10DiskDiameter, thickness, color, shape, margin, upper surface texture, presence of processes, under surface indument type, rim orientation11ProcessesLength, color relative to the disk, apex, shape12Column NeckDiameter, heightLamellaNumber, length from the neck marginAnnulus StructureSurface, size of lamella and lacuna, structure (distinction between annulus interior and exterior)13AnthersNumber, size, attachment, size, and shape of sulci14OvarySize and shape
description: Published as part of Tobias, Adriane B., Thorogood, Chris J. & Malabrigo Jr, Pastor L., 2023, The reinstatement of Rafflesia banaoana (Rafflesiaceae), and implications for assessing species diversity and conservation requirements of the world's largest flowers, pp. 204 in Phytotaxa 612 (2) on page 204, DOI: 10.11646/phytotaxa.612.2.5, http://zenodo.org/record/8323484
DOI: 10.5281/zenodo.15146079
title: TABLE 1 in The reinstatement of Rafflesia banaoana (Rafflesiaceae), and implications for assessing species diversity and conservation requirements of the world's largest flowers

description: TABLE 1. Key parts and characters in Rafflesia spp.
No.PartsCharacter1CupuleSize2BractsColor, arrangement, no. of whorls, no. of bracts per layer3FlowersSize, height4Perigone TubeGeometry, length5Perigone LobesNo. of lobes, size, thickness, color shape, margin, wart ornamentation shape6DiaphragmDiameter, size from diaphragm rim to base, thickness, color relative to the perigone lobes, warts, composition7Diaphragm ApertureDiameter, color relative to the diaphragm8WindowsAbsent or present when present—composition, size, and shape9RamentaColor relative to the surface of the perigone tube, length, types, and variations10DiskDiameter, thickness, color, shape, margin, upper surface texture, presence of processes, under surface indument type, rim orientation11ProcessesLength, color relative to the disk, apex, shape12Column NeckDiameter, heightLamellaNumber, length from the neck marginAnnulus StructureSurface, size of lamella and lacuna, structure (distinction between annulus interior and exterior)13AnthersNumber, size, attachment, size, and shape of sulci14OvarySize and shape
description: Published as part of Tobias, Adriane B., Thorogood, Chris J. & Malabrigo Jr, Pastor L., 2023, The reinstatement of Rafflesia banaoana (Rafflesiaceae), and implications for assessing species diversity and conservation requirements of the world's largest flowers, pp. 204 in Phytotaxa 612 (2) on page 204, DOI: 10.11646/phytotaxa.612.2.5, http://zenodo.org/record/8323484
DOI: 10.5281/zenodo.15146080
title: TABLE 2. Morphological comparison between Rafflesia banaoana and R in The reinstatement of Rafflesia banaoana (Rafflesiaceae), and implications for assessing species diversity and conservation requirements of the world's largest flowers

description: TABLE 2. Morphological comparison between Rafflesia banaoana and R. leonardi.
TraitsR. banaoanaR. leonardiBracts5 imbricate whorls3 imbricate whorlsFlower diameter(27–)30–47(–50) cm(25.5)28–34Perigone tube wall geometrySlanted at a shallow angle (50◦)Slanted at a shallow angle Oblique (70◦)DiskConspicuously domed; shiny and leathery; rim extended horizontally, margin hispidulousScarcely dome; matte, with a waxy bloom; rim not extended, margin glabrousProcessesAlways present, conspicuous, (13)19–26, 5–15 mm; densely arranged at the center; tips with tufts of brown hairsAbsent, or if present inconspicuous, 10-15, up to 5 mm; borne in irregular rings; tips glabrousDisk undersurface of male flowerReddish-orange, with bristles about 1–3 mm long; lamella 5 mm long from the neck marginPale cream, with inconspicuous bristle and minute brown dots; lamella 3–3.5 mm longAnthers2-2.5 mm, yellow, borne deeply immersed in contrasting brown sulci; sulci shorter3–4.5 mm, cream to pale orange, borne in sulci of similar color; sulci longerAnnulus interior of female flowerOrange in color, glabrous, with long narrow grooves (or lacuna)Pale ochre in color, hispidulous, with broad groovesAnnulus exteriorWith prominent basal ridgeLacking a basal ridgeOvary1.5 by 4 cm, lunate-triangular, acutely angled1.2 by 6 cm, narrowly-lunate, not acutely angledHostTetrastigma cf. sepulchreiTetrastigma loheriEcologyOccurs in tropical montane forests at 1100–1400 m elev.Occurs in lowland forests at 250–350 m elev.DistributionCordillera Central, Kalinga ProvinceSierra Madre Mountain Range, Cagayan and Aurora Province
description: Published as part of Tobias, Adriane B., Thorogood, Chris J. & Malabrigo Jr, Pastor L., 2023, The reinstatement of Rafflesia banaoana (Rafflesiaceae), and implications for assessing species diversity and conservation requirements of the world's largest flowers, pp. 204 in Phytotaxa 612 (2) on page 204, DOI: 10.11646/phytotaxa.612.2.5, http://zenodo.org/record/8323484
DOI: 10.5281/zenodo.15146081
title: TABLE 2. Morphological comparison between Rafflesia banaoana and R in The reinstatement of Rafflesia banaoana (Rafflesiaceae), and implications for assessing species diversity and conservation requirements of the world's largest flowers

description: TABLE 2. Morphological comparison between Rafflesia banaoana and R. leonardi.
TraitsR. banaoanaR. leonardiBracts5 imbricate whorls3 imbricate whorlsFlower diameter(27–)30–47(–50) cm(25.5)28–34Perigone tube wall geometrySlanted at a shallow angle (50◦)Slanted at a shallow angle Oblique (70◦)DiskConspicuously domed; shiny and leathery; rim extended horizontally, margin hispidulousScarcely dome; matte, with a waxy bloom; rim not extended, margin glabrousProcessesAlways present, conspicuous, (13)19–26, 5–15 mm; densely arranged at the center; tips with tufts of brown hairsAbsent, or if present inconspicuous, 10-15, up to 5 mm; borne in irregular rings; tips glabrousDisk undersurface of male flowerReddish-orange, with bristles about 1–3 mm long; lamella 5 mm long from the neck marginPale cream, with inconspicuous bristle and minute brown dots; lamella 3–3.5 mm longAnthers2-2.5 mm, yellow, borne deeply immersed in contrasting brown sulci; sulci shorter3–4.5 mm, cream to pale orange, borne in sulci of similar color; sulci longerAnnulus interior of female flowerOrange in color, glabrous, with long narrow grooves (or lacuna)Pale ochre in color, hispidulous, with broad groovesAnnulus exteriorWith prominent basal ridgeLacking a basal ridgeOvary1.5 by 4 cm, lunate-triangular, acutely angled1.2 by 6 cm, narrowly-lunate, not acutely angledHostTetrastigma cf. sepulchreiTetrastigma loheriEcologyOccurs in tropical montane forests at 1100–1400 m elev.Occurs in lowland forests at 250–350 m elev.DistributionCordillera Central, Kalinga ProvinceSierra Madre Mountain Range, Cagayan and Aurora Province
description: Published as part of Tobias, Adriane B., Thorogood, Chris J. & Malabrigo Jr, Pastor L., 2023, The reinstatement of Rafflesia banaoana (Rafflesiaceae), and implications for assessing species diversity and conservation requirements of the world's largest flowers, pp. 204 in Phytotaxa 612 (2) on page 204, DOI: 10.11646/phytotaxa.612.2.5, http://zenodo.org/record/8323484
DOI: 10.5281/zenodo.15146107
title: TABLE 1 in A newspecies ofplanthopper in thegenus Cobacella (Hemiptera: Auchenorrhyncha Derbidae) from oil palm (Elaeis guineensis) in Costa Rica

description: TABLE 1. Primers used to amplify loci used for assessment of Cobacella palmensis sp. n. and corresponding annealing temperatures and extension times.
Primer NameGeneSequence (5’ 6 3’)AnnealingExtensionReferenceLCO1490COIGGTCAACAAATCATAAAGATATTG40˚C1 min. 30 sec.Folmer et al.HCO2198TCAGGGTGACCAAAAAAATCA199418SACDN_F118SAGAGGGAGCCTGAGAAACG60˚C1 min. 45 sec.Bahder et al.18SACDN_R1GGGCAGGGACGTAATCAAC2023V28SGTAGCCAAATGCCTCGTCA55˚C1 min. 30 sec.Cryan et al.XCACAATGATAGGAAGAGCC2000
description: Published as part of Zumbado Echavarria, Marco A., Barrantes Barrantes, Edwin A., Helmic, Ericka E., Bartlett, Charles R. & Bahder, Brian W., 2023, A newspecies ofplanthopper in thegenus Cobacella (Hemiptera: Auchenorrhyncha Derbidae) from oil palm (Elaeis guineensis) in Costa Rica, pp. 109 in Zootaxa 5351 (1) on page 109, DOI: 10.11646/zootaxa.5351.1.4, http://zenodo.org/record/8391225
DOI: 10.5281/zenodo.15146106
title: TABLE 1 in A newspecies ofplanthopper in thegenus Cobacella (Hemiptera: Auchenorrhyncha Derbidae) from oil palm (Elaeis guineensis) in Costa Rica

description: TABLE 1. Primers used to amplify loci used for assessment of Cobacella palmensis sp. n. and corresponding annealing temperatures and extension times.
Primer NameGeneSequence (5’ 6 3’)AnnealingExtensionReferenceLCO1490COIGGTCAACAAATCATAAAGATATTG40˚C1 min. 30 sec.Folmer et al.HCO2198TCAGGGTGACCAAAAAAATCA199418SACDN_F118SAGAGGGAGCCTGAGAAACG60˚C1 min. 45 sec.Bahder et al.18SACDN_R1GGGCAGGGACGTAATCAAC2023V28SGTAGCCAAATGCCTCGTCA55˚C1 min. 30 sec.Cryan et al.XCACAATGATAGGAAGAGCC2000
description: Published as part of Zumbado Echavarria, Marco A., Barrantes Barrantes, Edwin A., Helmic, Ericka E., Bartlett, Charles R. & Bahder, Brian W., 2023, A newspecies ofplanthopper in thegenus Cobacella (Hemiptera: Auchenorrhyncha Derbidae) from oil palm (Elaeis guineensis) in Costa Rica, pp. 109 in Zootaxa 5351 (1) on page 109, DOI: 10.11646/zootaxa.5351.1.4, http://zenodo.org/record/8391225
DOI: 10.5281/zenodo.15146109
title: TABLE 2 in A newspecies ofplanthopper in thegenus Cobacella (Hemiptera: Auchenorrhyncha Derbidae) from oil palm (Elaeis guineensis) in Costa Rica

description: TABLE 2. Representative Otiocerinae used for morphological and molecular comparisons with Agoo xavieri as subfamily outgroup (Derbinae).
LocusSpeciesCOI18S28S (D9 to D10)Cobacella palmensis sp. n.ORO44883ORO41765ORO50628Agoo xavieriMK443068MK443073ORO50638Anotia firebugiaMT084365MT945942ORO50636Mula resonansOQ473376OQ519977ORO50635Patara vanduzeiOQ473377OQ519977ORO50633Patara cookiMW332651MW333024ORO50634Sayiana sayiORO44884ORO41766ORO50632Shellenius balliiOQ473378OQ519976ORO50631Shellenius schellenbergiiOQ473379OQ519975ORO50630Shellenius serratusOQ473380OQ519974ORO50629
description: Published as part of Zumbado Echavarria, Marco A., Barrantes Barrantes, Edwin A., Helmic, Ericka E., Bartlett, Charles R. & Bahder, Brian W., 2023, A newspecies ofplanthopper in thegenus Cobacella (Hemiptera: Auchenorrhyncha Derbidae) from oil palm (Elaeis guineensis) in Costa Rica, pp. 110 in Zootaxa 5351 (1) on page 110, DOI: 10.11646/zootaxa.5351.1.4, http://zenodo.org/record/8391225
DOI: 10.5281/zenodo.15146110
title: TABLE 2 in A newspecies ofplanthopper in thegenus Cobacella (Hemiptera: Auchenorrhyncha Derbidae) from oil palm (Elaeis guineensis) in Costa Rica

description: TABLE 2. Representative Otiocerinae used for morphological and molecular comparisons with Agoo xavieri as subfamily outgroup (Derbinae).
LocusSpeciesCOI18S28S (D9 to D10)Cobacella palmensis sp. n.ORO44883ORO41765ORO50628Agoo xavieriMK443068MK443073ORO50638Anotia firebugiaMT084365MT945942ORO50636Mula resonansOQ473376OQ519977ORO50635Patara vanduzeiOQ473377OQ519977ORO50633Patara cookiMW332651MW333024ORO50634Sayiana sayiORO44884ORO41766ORO50632Shellenius balliiOQ473378OQ519976ORO50631Shellenius schellenbergiiOQ473379OQ519975ORO50630Shellenius serratusOQ473380OQ519974ORO50629
description: Published as part of Zumbado Echavarria, Marco A., Barrantes Barrantes, Edwin A., Helmic, Ericka E., Bartlett, Charles R. & Bahder, Brian W., 2023, A newspecies ofplanthopper in thegenus Cobacella (Hemiptera: Auchenorrhyncha Derbidae) from oil palm (Elaeis guineensis) in Costa Rica, pp. 110 in Zootaxa 5351 (1) on page 110, DOI: 10.11646/zootaxa.5351.1.4, http://zenodo.org/record/8391225