cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10827942
title: JCURA 2024 PyLC Image Testing Set and Landcover Masks

description: This is the image and landcover mask testing set created for the 2024 JCURA project "Mountains of Confusion: Evaluating Image Enhancement to Improve AI Landscape Classification" by Larissa Bron. 

The Python Landscape Classification tool (PyLC) [https://github.com/scrose/pylc] was trained using 95 images from two researcher's work, [Fortin (2018)](https://dspace.library.uvic.ca/items/0a911eb0-53bf-4a82-a75a-8b6949c28edd) and [Jean et al. (2015)](https://ieeexplore.ieee.org/document/7045940), and tested with 19 images that were a combination of 11 images from Fortin and Jean withheld from training and 8 images from the Landscapes in Motion project [(Higgs et al., (2020))](https://friresearch.ca/publications/advances-visual-applications-visualizing-quantifying-landscape-change-sw-alberta-using). This core set of training and testing images was used to train the colour models of PyLC with repeat images, then these images were grayscaled and added to training the grayscale models of PyLC with historic images. 

For this JCURA project, the testing image set was updated to: 1) Incorporate images from more geographic areas, and 2) Remove images with reference land cover masks with large errors.  

The files included are 24 test images (.jpg, .tiff, .tif) and 24 manually annotated land cover masks (.png). File names indicate: Researcher_ImageIdentifier_Time where time is whether the image is a historic capture or a repeat.
DOI: 10.5281/zenodo.10836172
title: Hourly time series of soil and atmosphere variables at the experimental site of El Cautivo, Tabernas Desert, Almeria, Spain (February 2018 to December 2019)

description: Measurements were performed along a hypothetical succession of biological soil crusts. Main studied variables were the soil-atmosphere CO2 and water vapor fluxes. This dataset was used by Lopez-Canfin et al. (2022) and Kim and al. (2024) at the time of publication.
DOI: 10.5281/zenodo.10836173
title: Hourly time series of soil and atmosphere variables at the experimental site of El Cautivo, Tabernas Desert, Almeria, Spain (February 2018 to December 2019)

description: Measurements were performed along a hypothetical succession of biological soil crusts. Main studied variables were the soil-atmosphere CO2 and water vapor fluxes. This dataset was used by Lopez-Canfin et al. (2022) and Kim and al. (2024) at the time of publication.
DOI: 10.5281/zenodo.10829068
title: Zonal and meridional wind tides measured by Kunming meteor radar

description: Meteor wind radar is operating at Kunming (25.6°N, 103.8°E) since January 2008. This data set represents monthly mean zonal and meridional diurnal tides from 2008 to 2022.
DOI: 10.5281/zenodo.10829069
title: Zonal and meridional wind tides measured by Kunming meteor radar

description: Meteor wind radar is operating at Kunming (25.6°N, 103.8°E) since January 2008. This data set represents monthly mean zonal and meridional diurnal tides from 2008 to 2022.
DOI: 10.5281/zenodo.10835326
title: Dataset for the Angiogenin antibody screening study

description: This project contains the following underlying data included in a study aimed at characterizing three commercial antibodies against Angiogenin (ANG) protein. The study is available on Zenodo (DOI: 10.5281/zenodo.7671286).
DOI: 10.5281/zenodo.10835327
title: Dataset for the Angiogenin antibody screening study

description: This project contains the following underlying data included in a study aimed at characterizing three commercial antibodies against Angiogenin (ANG) protein. The study is available on Zenodo (DOI: 10.5281/zenodo.7671286).
DOI: 10.25345/c5251fw84
title: MassIVE MSV000094351 - Sustained bacterial N2O reduction at acidic pH
title: This dataset contains MS data generated in manuscript 'Sustained bacterial N2O reduction at acidic pH'.
DOI: 10.5517/ccdc.csd.cc2hmjb0
title: CCDC 2312672: Experimental Crystal Structure Determination

description: Related Article: Jie Sun, Chaodong Wang, Chunlei Wu, Wenjian Wang, Yue Zeng, Shengjie Song, Zhiwei Chen, Jianjun Li|2024|Green Chemistry|26|3301|doi:10.1039/D3GC04960D
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.1594/pangaea.115683
title: GISP2 Electrical conductivity measurements (Core B)
DOI: 10.1594/pangaea.55532
title: GISP2 Oxygen Isotope Data (1 year averages)

description: The timescale includes revisions by D. A. Meese as of Sept 1994. Depths below 167 meters are those of the D core; above 167 meters the depths are those of the B core + 1.09 meters. Layer count ages at top depths where 0 BP represents AD 1950 SUMMER to AD 1949 SUMMER. d18O measured at the Quaternary Isotope Laboratory, Univ of Washington.
DOI: 10.1594/pangaea.55085
title: GRIP Depth Age Scale from Flow Modeling

description: This timescale (ss09) was used for most of the GRIP data sets. In some cases, other ages were provided. See "A note on timescales".
DOI: 10.1594/pangaea.55091
title: GRIP Oxygen Isotopes

description: 55cm average delta 18-O values; data were used in the construction of the glaciological timescale
DOI: 10.1594/pangaea.89008
title: GRIP Depth Age by Stratigraphy
DOI: 10.1594/pangaea.56078
title: GISP2 B Core Depth Age Scale

description: Final layer-counted timescale for GISP2 B-core. Based on dating committee`s recom., the B-core is offset from the D-core by 1.09 meters, and a correction has been made in all D-core timescales. This data set contains the original, true B-core depths.
DOI: 10.1594/pangaea.56082
title: GISP2 Layer Counted Timescale

description: This time-scale provides more annual detail than the official GISP2 timescale (Meese/Sowers timescale, file gisp2age). Core is deformed below 2800m! Annual layers from visual stratigraphy and an annual signal from laser light scattering from dust were evident below this depth and were counted. Record is disturbed, probably discontinuous, and core sections may be duplicated as a result of folding; any ages beyond 2800m must be used with extreme caution!
DOI: 10.1594/pangaea.56088
title: GISP2 Stable Isotopes (Deuterium, annual averages)

description: Year is calendar year associated with the sample, determined as described in Barlow (1994). This is effectively a winter-to-winter year, as defined by troughs in the delta deuterium data, as opposed to the summer-to-summer year defined by the official layer-counted timescale of Meese et al. (1997).
DOI: 10.1594/pangaea.56089
title: GISP2 Stable Isotopes (Deuterium, High Resolution)

description: High resolution (~10 samples per year) hydrogen isotope (delta deuterium) data produced in the Stable Isotope Laboratory, Univ of Colorado. Data are from GISP2 "B" core. Ages are from the final B-core timescale. Depth is top of interval.
DOI: 10.1594/pangaea.56103
title: GISP2 Stratigraphy

description: Depths of mid-summer as determined separately from ECM and visual stratigraphy in the GISP2-D ice core. Also given are calculated layer thicknesses (true and ice equivalent) and calculated accumulation rates. Factor A = (accum)/(layer thickness). Summ. refers to the calender year associated with the mid-summer pick.
DOI: 10.1594/pangaea.115684
title: GISP2 Electrical conductivity measurements (Core D)
DOI: 10.1594/pangaea.56104
title: Stable isotope stacked record of ice core GISP2-B

description: Dating control as in White et al. (1997). GISP2 timescale is NOTidentical to official GISP2 timescale in the file gisp2age. Cal year1986=summer1985-summer1986
DOI: 10.1594/pangaea.57227
title: GISP2 Electrical conductivity measurements (average data)

description: This ECM data represents 0.5 meter averages of the full resolution data. The GISP2 B core was used for the first 100 meters; the D core thereafter. All depths are D core depths, ages are on the Meese/Sowers timescale.
DOI: 10.1594/pangaea.472831
title: High resolution stable isotopes of ice core Taylor Dome to 230 kyr

description: The delta 18O values were determined at the Quaternary Isotope Laboratory (M. Stuiver, Box 351360, University of Washington, Seattle WA 98195, USA). The time scale (st9810) is a combined timescale from geophysical measurements, gas-correation with the GISP2 layer-counted chronology (central Greenland), and interpolation using gas and 10-Be control points. Details are given in Steig et al., 2000. All of the data in this file are from samples bottled at the University of New Hampshire. Samples are "residue" from the UNH automated melting system, used as a prep. system for ion chromatography measurements. All ice was sampled at the NationalIce Core Laboratory.
DOI: 10.1594/pangaea.586836
title: Greenland Ice Core Chronology 2005 (GICC05) and 20 year means of oxygen isotope data from ice core GRIP

description: The dating of the 0-7.85 kyr BP part is described in Vinther et al., 2006. The dating of the 7.85-14.65 kyr BP part is described in Rasmussen et al., 2006. The dating of the part below 14.65 kyr BP is described in Andersen et al., 2006, Svensson et al., 2006. The transferal of GICC05 to the GRIP ice core in the 14.65-32.35 kyr BP part is described in Rasmussen et al., 2007
DOI: 10.1594/pangaea.586838
title: Greenland Ice Core Chronology 2005 (GICC05) and 20 year means of oxygen isotope data from ice core NGRIP

description: The dating of the 0-7.85 kyr BP part is described in Vinther et al., 2006. The dating of the 7.85-14.65 kyr BP part is described in Rasmussen et al., 2006. The dating of the part below 14.65 kyr BP is described in Andersen et al., 2006, Svensson et al., 2006. The transferal of GICC05 to the GRIP ice core in the 14.65-32.35 kyr BP part is described in Rasmussen et al., 2007
DOI: 10.1594/pangaea.586841
title: Holocene Greenland Ice Core Chronology 2005 (GICC05) and 20 year means of oxygen isotope data from ice core DYE/3

description: The dating of the 0-7.85 kyr BP part is described in Vinther et al., 2006. The dating of the 7.85-14.65 kyr BP part is described in Rasmussen et al., 2006
DOI: 10.1594/pangaea.586860
title: Early Holocene Greenland Ice Core Chronology 2005 (GICC05) and 10 year means of oxygen isotope data from ice core GRIP

description: When using this data file, refer to Rasmussen, Vinther, Clausen, Andersen, 2007. The construction of the GICC05 time scale in the 7.85-14.65 kyr BP time interval is described in Rasmussen et al., 2006
DOI: 10.1594/pangaea.586861
title: Early Holocene Greenland Ice Core Chronology 2005 (GICC05) and 10 year means of oxygen isotope data from ice core NGRIP

description: When using this data file, refer to Rasmussen, Vinther, Clausen, Andersen, 2007. The construction of the GICC05 time scale in the 7.85-14.65 kyr BP time interval is described in Rasmussen et al., 2006
DOI: 10.1594/pangaea.586863
title: Early Holocene Greenland Ice Core Chronology 2005 (GICC05) and 10 year means of oxygen isotope data from ice core DYE/3

description: When using this data file, refer to Rasmussen, Vinther, Clausen, Andersen, 2007. The construction of the GICC05 time scale in the 7.85-14.65 kyr BP time interval is described in Rasmussen et al., 2006
DOI: 10.1594/pangaea.586875
title: Calcium concentration from the ice core NGRIP on the GICC05 time scale

description: The data supplied below are resampled to 20 year resolution from the original sources. Calcium data are descibed in Bigler, 2004. The dating of the 7.85-14.65 kyr BP part is described in Rasmussen et al., 2006. The dating of the part below 14.65 kyr BP is described in Andersen et al., 2006, Svensson et al., 2006.
DOI: 10.1594/pangaea.586876
title: Calcium concentration ratios from the ice core GRIP on the GICC05 time scale

description: The data supplied below are resampled to 20 year resolution from the original sources. Calcium data are descibed in Fuhrer et al., 1993. The dating of the 7.85-14.65 kyr BP part is described in Rasmussen et al., 2006. The dating of the part below 14.65 kyr BP is described in Andersen et al., 2006, Svensson et al., 2006.
DOI: 10.1594/pangaea.472493
title: Age model and delta deuterium of ice core Taylor Dome from 20 to 10 kyr

description: Two timescales are reported here. The original is as reported in Steig et al., Science 282 (1998). This was adjusted slightly to match the flow-model constrained st9810 timescale (Steig et al., Geografiska Annaler, 2000). The adjustment is well within the uncertainties of the timescale and is more the sake of convenience. In general, the st9810 timescale should be used.
DOI: 10.1594/pangaea.586877
title: Calcium concentration and oxygen isotope ratios from the ice core GISP2 on the GICC05 time scale

description: The data supplied below are resampled to 20 year resolution from the original sources. Calcium data are descibed in Mayewski et al., 1997.Oxygen Isotope data are descibed in Stuiver and Grootes, 2000 and Grootes and Stuiver, 1997. The dating of the 7.85-14.65 kyr BP part is described in Rasmussen et al., 2006. The dating of the part below 14.65 kyr BP is described in Andersen et al., 2006, Svensson et al., 2006.
DOI: 10.1594/pangaea.472495
title: Age model and delta deuterium of ice core Taylor Dome to 12 kyr
DOI: 10.1594/pangaea.786238
title: (Table 1) Match points representing synchronous events in the NGRIP, GRIP, and GISP2 ice cores

description: DEPTH, ice/Snow [m] represents the depth of ice core NGRIP. GRIP latitude 72.58722, longitude -37.64222; GISP2 latitude 72.583, longitude -38.466.
DOI: 10.1594/pangaea.712611
title: Stable isotope stacked record of ice cores GRIP and GISP

description: Dating control as in White et al. (1997). GISP2 timescale is NOTidentical to official GISP2 timescale in the file gisp2age. Cal year1986=summer1985-summer1986
DOI: 10.1594/pangaea.712612
title: Stable isotope stacked record of ice core GRIP

description: Dating control as in White et al. (1997). GISP2 timescale is NOTidentical to official GISP2 timescale in the file gisp2age. Cal year1986=summer1985-summer1986
DOI: 10.1594/pangaea.712613
title: Stable isotope stacked record of ice core GRIP891

description: Dating control as in White et al. (1997). GISP2 timescale is NOTidentical to official GISP2 timescale in the file gisp2age. Cal year1986=summer1985-summer1986
DOI: 10.1594/pangaea.712614
title: Stable isotope stacked record of ice core GRIP892

description: Dating control as in White et al. (1997). GISP2 timescale is NOTidentical to official GISP2 timescale in the file gisp2age. Cal year1986=summer1985-summer1986
DOI: 10.1594/pangaea.712615
title: Stable isotope stacked record of ice core GRIP893

description: Dating control as in White et al. (1997). GISP2 timescale is NOTidentical to official GISP2 timescale in the file gisp2age. Cal year1986=summer1985-summer1986
DOI: 10.1594/pangaea.712616
title: Stable isotope stacked record of ice core GRIP912

description: Dating control as in White et al. (1997). GISP2 timescale is NOTidentical to official GISP2 timescale in the file gisp2age. Cal year1986=summer1985-summer1986
DOI: 10.1594/pangaea.712617
title: Stable isotope stacked record of ice core GRIP913

description: Dating control as in White et al. (1997). GISP2 timescale is NOTidentical to official GISP2 timescale in the file gisp2age. Cal year1986=summer1985-summer1986
DOI: 10.1594/pangaea.786474
title: (Data D1) Annual climate proxy data from the NGRIP ice core, Greenland

description: The last two abrupt warmings at the onset of our present warm interglacial period, interrupted by the Younger Dryas cooling event, were investigated at high temporal resolution from the North Greenland Ice Core Project ice core. The deuterium excess, a proxy of Greenland precipitation moisture source, switched mode within 1 to 3 years over these transitions and initiated a more gradual change (over 50 years) of the Greenland air temperature, as recorded by stable water isotopes. The onsets of both abrupt Greenland warmings were slightly preceded by decreasing Greenland dust deposition, reflecting the wetting of Asian deserts. A northern shift of the Intertropical Convergence Zone could be the trigger of these abrupt shifts of Northern Hemisphere atmospheric circulation, resulting in changes of 2 to 4 kelvin in Greenland moisture source temperature from one year to the next.
description: Climate proxy data from the NGRIP ice core, resampled to annual values on the GICC05 time scale. Periods covered: 11.55-11.85 ka BP (i.e. before A.D. 2000), 12.65-13.15 ka BP, and 14.55-14.85 ka BP. The dust content (particles/µl), Ca2+ (ppbw), and Na+ (ppbw) values are given as ln(value) as presented in the articles Figure 2. Data extracted in the frame of a joint ICSTI/PANGAEA IPY effort, see http://doi.pangaea.de/10.1594/PANGAEA.150150
description: Supplement to: Steffensen, Jørgen Peder; Andersen, Katrine K; Bigler, Matthias; Clausen, Henrik Brink; Dahl-Jensen, Dorthe; Fischer, Hubertus; Goto-Azuma, Kumiko; Hansson, Margareta E; Johnsen, Sigfús Jóhann; Jouzel, Jean; Masson-Delmotte, Valerie; Popp, Trevor; Rasmussen, Sune Olander; Röthlisberger, Regine; Ruth, Urs; Stauffer, Bernhard; Siggaard-Andersen, Marie-Louise; Sveinbjörnsdottir, Árný E; Svensson, Anders M; White, James W C (2008): High-resolution Greenland ice core data show abrupt climate change happens in few years. Science, 321(5889), 680-684
DOI: 10.1594/pangaea.806542
title: Glacier mass balance Hallstätter Gletscher, Dachstein, Austria, 2011/2012
DOI: 10.1594/pangaea.806543
title: Elevation zones Hallstätter Gletscher, Dachstein, Austria, 2011/2012
DOI: 10.1594/pangaea.806590
title: Glacier mass balance Hallstätter Gletscher, Dachstein, Austria, 2006/2007
DOI: 10.1594/pangaea.806591
title: Glacier mass balance Hallstätter Gletscher, Dachstein, Austria, 2007/2008
DOI: 10.1594/pangaea.806592
title: Glacier mass balance Hallstätter Gletscher, Dachstein, Austria, 2008/2009
DOI: 10.1594/pangaea.806593
title: Glacier mass balance Hallstätter Gletscher, Dachstein, Austria, 2009/2010
DOI: 10.1594/pangaea.806594
title: Glacier mass balance Hallstätter Gletscher, Dachstein, Austria, 2010/2011
DOI: 10.1594/pangaea.806598
title: Elevation zones Hallstätter Gletscher, Dachstein, Austria, 2006/2007
DOI: 10.1594/pangaea.806599
title: Elevation zones Hallstätter Gletscher, Dachstein, Austria, 2007/2008
DOI: 10.3886/e199089
title: Data of old neighborhood sustainable renewal assessment

description: This project contains minimal data sets for assessing the sustainable performance of old neighborhood renewal projects in Chinese pilot sponge cities.
DOI: 10.3886/e199089v1
title: Data of old neighborhood sustainable renewal assessment

description: This project contains minimal data sets for assessing the sustainable performance of old neighborhood renewal projects in Chinese pilot sponge cities.
DOI: 10.1594/pangaea.806600
title: Elevation zones Hallstätter Gletscher, Dachstein, Austria, 2008/2009
DOI: 10.1594/pangaea.806601
title: Elevation zones Hallstätter Gletscher, Dachstein, Austria, 2009/2010
DOI: 10.1594/pangaea.806602
title: Elevation zones Hallstätter Gletscher, Dachstein, Austria, 2010/2011
DOI: 10.1594/pangaea.808793
title: Continuous meteorological observations at weather station Simony hut, Hallstätter Gletscher, Dachstein, Austria, in 2008
DOI: 10.1594/pangaea.808794
title: Continuous meteorological observations at weather station Simony hut, Hallstätter Gletscher, Dachstein, Austria, in 2009
DOI: 10.1594/pangaea.808795
title: Continuous meteorological observations at weather station Simony hut, Hallstätter Gletscher, Dachstein, Austria, in 2010
DOI: 10.1594/pangaea.808796
title: Continuous meteorological observations at weather station Simony hut, Hallstätter Gletscher, Dachstein, Austria, in 2011
DOI: 10.1594/pangaea.808799
title: Continuous meteorological observations at weather station Simony hut, Hallstätter Gletscher, Dachstein, Austria, in 2012
DOI: 10.1594/pangaea.816254
title: Glacier mass balance Jamtalferner, Silvretta, Austria, 1989/1990

description: The glacier mass balance of Jamtalferner has been measured annually since 1988/1989 with the direct/glaciological method. Winter mass balance has been determined for 1 May in all years. The mass balance records are complemented by precipitation measurements at a gauge close to the glacier tongue and climate data recorded at the village of Galtür.
DOI: 10.1594/pangaea.816255
title: Glacier mass balance Jamtalferner, Silvretta, Austria, 1990/1991

description: The glacier mass balance of Jamtalferner has been measured annually since 1988/1989 with the direct/glaciological method. Winter mass balance has been determined for 1 May in all years. The mass balance records are complemented by precipitation measurements at a gauge close to the glacier tongue and climate data recorded at the village of Galtür.
DOI: 10.1594/pangaea.816256
title: Glacier mass balance Jamtalferner, Silvretta, Austria, 1991/1992

description: The glacier mass balance of Jamtalferner has been measured annually since 1988/1989 with the direct/glaciological method. Winter mass balance has been determined for 1 May in all years. The mass balance records are complemented by precipitation measurements at a gauge close to the glacier tongue and climate data recorded at the village of Galtür.
DOI: 10.1594/pangaea.816257
title: Glacier mass balance Jamtalferner, Silvretta, Austria, 1992/1993

description: The glacier mass balance of Jamtalferner has been measured annually since 1988/1989 with the direct/glaciological method. Winter mass balance has been determined for 1 May in all years. The mass balance records are complemented by precipitation measurements at a gauge close to the glacier tongue and climate data recorded at the village of Galtür.
DOI: 10.1594/pangaea.816258
title: Glacier mass balance Jamtalferner, Silvretta, Austria, 1993/1994

description: The glacier mass balance of Jamtalferner has been measured annually since 1988/1989 with the direct/glaciological method. Winter mass balance has been determined for 1 May in all years. The mass balance records are complemented by precipitation measurements at a gauge close to the glacier tongue and climate data recorded at the village of Galtür.
DOI: 10.1594/pangaea.816259
title: Glacier mass balance Jamtalferner, Silvretta, Austria, 1994/1995

description: The glacier mass balance of Jamtalferner has been measured annually since 1988/1989 with the direct/glaciological method. Winter mass balance has been determined for 1 May in all years. The mass balance records are complemented by precipitation measurements at a gauge close to the glacier tongue and climate data recorded at the village of Galtür.
DOI: 10.1594/pangaea.816260
title: Glacier mass balance Jamtalferner, Silvretta, Austria, 1995/1996

description: The glacier mass balance of Jamtalferner has been measured annually since 1988/1989 with the direct/glaciological method. Winter mass balance has been determined for 1 May in all years. The mass balance records are complemented by precipitation measurements at a gauge close to the glacier tongue and climate data recorded at the village of Galtür.
DOI: 10.1594/pangaea.816261
title: Glacier mass balance Jamtalferner, Silvretta, Austria, 1996/1997

description: The glacier mass balance of Jamtalferner has been measured annually since 1988/1989 with the direct/glaciological method. Winter mass balance has been determined for 1 May in all years. The mass balance records are complemented by precipitation measurements at a gauge close to the glacier tongue and climate data recorded at the village of Galtür.
DOI: 10.1594/pangaea.816262
title: Glacier mass balance Jamtalferner, Silvretta, Austria, 1997/1998

description: The glacier mass balance of Jamtalferner has been measured annually since 1988/1989 with the direct/glaciological method. Winter mass balance has been determined for 1 May in all years. The mass balance records are complemented by precipitation measurements at a gauge close to the glacier tongue and climate data recorded at the village of Galtür.