cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10558753
title: Dataset underlying the study "The relative and absolute frequencies of angiosperm sexual systems: dioecy, monoecy, gynodioecy, and an up-dated online database"

description: This list of genera with dioecious species was started in 1995 by going through Yampolsky, C., and H. Yampolsky. 1922. Distribution of sex forms in the phanerogamic flora. Bibliotheca Genetica 3: 1-62. The Y & Y data came from Engler and Prantl’s series “Natürliche Pflanzenfamilien” (up to 1912), with most sexual systems inferred only from herbarium material, not living populations. This led to the frequent use of the term polygamy, which refers to the presence of unisexual and bisexual flowers on some or all individuals. This term is useful when herbarium specimens reveal the presence of unisexual and bisexual flowers, but not their population-level distribution so that monoecy, dioecy, and gynodioecy cannot be reliably distinguished.

 Over the years, many experts reviewed data for specific clades, and I also added corrections received via email or that I picked up in the literature. Yampolsky and Yampolsky (1922) are referred to in the dataset as “Y 32”, where 32 is the the page number. Some other sources are cited at the end of this table as are the sources cited in this Introduction. 

On 3 May 2014, the list included 987 angiosperm genera, representing 7% of the 13,479 genera accepted in 1995 (Brummitt et al., 1992) or 6.7% of the 14,559 genera accepted in the The Plant List (http://www.theplantlist.org/1.1/browse/A/#statistics vs. 1.1. of 13 Sep. 2013, accessed 12 Jan. 2014). The 987 genera represent at least 869 independent origins of dioecy because 10 families with >1 genus are entirely dioecious. The genera belong to 175 families (38%) out of the c. 450 families of angiosperms currently accepted.
DOI: 10.5281/zenodo.10558754
title: Dataset underlying the study "The relative and absolute frequencies of angiosperm sexual systems: dioecy, monoecy, gynodioecy, and an up-dated online database"

description: This list of genera with dioecious species was started in 1995 by going through Yampolsky, C., and H. Yampolsky. 1922. Distribution of sex forms in the phanerogamic flora. Bibliotheca Genetica 3: 1-62. The Y & Y data came from Engler and Prantl’s series “Natürliche Pflanzenfamilien” (up to 1912), with most sexual systems inferred only from herbarium material, not living populations. This led to the frequent use of the term polygamy, which refers to the presence of unisexual and bisexual flowers on some or all individuals. This term is useful when herbarium specimens reveal the presence of unisexual and bisexual flowers, but not their population-level distribution so that monoecy, dioecy, and gynodioecy cannot be reliably distinguished.

 Over the years, many experts reviewed data for specific clades, and I also added corrections received via email or that I picked up in the literature. Yampolsky and Yampolsky (1922) are referred to in the dataset as “Y 32”, where 32 is the the page number. Some other sources are cited at the end of this table as are the sources cited in this Introduction. 

On 3 May 2014, the list included 987 angiosperm genera, representing 7% of the 13,479 genera accepted in 1995 (Brummitt et al., 1992) or 6.7% of the 14,559 genera accepted in the The Plant List (http://www.theplantlist.org/1.1/browse/A/#statistics vs. 1.1. of 13 Sep. 2013, accessed 12 Jan. 2014). The 987 genera represent at least 869 independent origins of dioecy because 10 families with >1 genus are entirely dioecious. The genera belong to 175 families (38%) out of the c. 450 families of angiosperms currently accepted.
DOI: 10.34740/kaggle/dsv/7494300
title: Balochi Language to English Translation Dataset
DOI: 10.34740/kaggle/dsv/7494312
title: Forex Exchange Rates Since 2004 (Updated Daily)
DOI: 10.5281/zenodo.10576146
title: Data from: Towards transient experimental water surfaces: A new benchmark dataset for 2D shallow water solvers

description: Transient flow data collected with Microsoft Kinect-v1 sensor in the experiments carried out at the Laboratory of Hydraulics at University of Zaragoza, Spain.
DOI: 10.5281/zenodo.10576147
title: Data from: Towards transient experimental water surfaces: A new benchmark dataset for 2D shallow water solvers

description: Transient flow data collected with Microsoft Kinect-v1 sensor in the experiments carried out at the Laboratory of Hydraulics at University of Zaragoza, Spain.
DOI: 10.6073/pasta/4d5f03a4619e834c031ab4a6a121de12
title: Soil Organic Matter Mechanisms of Stabilization (SOMMOS) - enhanced soil characterization data from 40 National Ecological Observatory Network (NEON) sites

description: Soil organic matter (SOM) is a critical linkage among many ecosystem services that sustain our society and life on Earth. It is the primary energy source for microbes and the principal storehouse of water necessary for plant growth. SOM also stores nutrients for plants and sorbs pollutants that otherwise could contaminate food and water supplies. Soils also help regulate climate by storing carbon that would otherwise be released to the atmosphere and contribute to climate change. The SOMMOS project investigated processes in the soil that protect SOM from being decomposed by microbes, processes that increase its sensitivity to environmental changes, and how changes in climate and land management influence the amount and stability of SOM. The project, which was a collaboration between scientists from the National Ecological Observatory Network (NEON), University of Colorado, University of Michigan, Oregon State University, Virginia Polytechnic Institute and State University, and the USDA-Forest Service, took advantage of soil samples collected across NEON, a major NSF investment in environmental monitoring that covers the entire United States. This continental-scale soil sample set was analyzed for a wide array of physical and chemical properties, well beyond those typically measured on such a large-scale sample set, including radiocarbon, extractable metals, organic matter chemistry by pyrolysis-GCMS, liquid extract fluorescence spectroscopy, and more. In addition to this dataset, archived samples are available from the project for sharing with interested researchers.
DOI: 10.34740/kaggle/dsv/7494339
title: Trending Youtube Video Statistics (113 Countries)
DOI: 10.6073/pasta/e37505e88f39079874625a308d8a6e04
title: Water transparency in the Laurentian Great Lakes

description: The Laurentian Great Lakes in the mid-east region of North America, is one of the largest freshwater ecosystems in the world. This data set contains limnological data, focusing on underwater transparency in this ecosystem and the surrounding region, beginning in 1999. Current water transparency data sets highlight the increase in offshore transparency measured by a deepening of average Secchi Disk depth since the invasion of the Dreissenid mussels. However, limited data exists on the Great Lakes to provide insight to the underwater optical environment of the offshore, nearshore, and surrounding water bodies of these lakes. These data illustrate the vertical underwater light environment with data from wavelengths of sunlight including photosynthetically active radiation (400 – 700 nm), UV-A radiation (320 - 400 nm) and UV-B radiation (290 - 320 nm). Understanding the depths to which these specific wavelengths of sunlight reach within a lake, as well as the substances within the lake that may influence the attenuation of sunlight can provide a picture of how habitats within the lake system have been impacted. This data set is a part of a continuous data collaboration among multiple research groups, and will be updated periodically as more data are made available. As such, this initial data set provides a snapshot of water transparency in the Great Lakes, and more sampling sites and years of data are forthcoming.
 The data here are contained in four files, including Data_GreatLakes.csv, SiteInformation_GreatLakes.csv, Methods_GreatLakes.csv, and Project_GreatLakes. The main data are in Data_GreatLakes.csv. SiteInformation_GreatLakes.csv, Methods_GreatLakes.csv, and Project_GreatLakes.csv support the main data file with descriptions of the sampling sites, methods by which samples were processed, and project and contact information for each data point, respectively.
DOI: 10.5281/zenodo.10576218
title: UX Debt: Developers Borrow While Users Pay (Supplementary Material)

description: Supplementary material for our paper "UX Debt: Developers Borrow While Users Pay", to appear in the Proceedings of the 17th International Conference on Cooperative and Human Aspects of Software Engineering (CHASE 2024).



Questionnaire used for the online survey (questionnaire.pdf)

Quantitative survey responses (ux-debt-survey-quant.csv)

Script used to create figures for the research paper (ux-debt-survey.R)
DOI: 10.5281/zenodo.10576219
title: UX Debt: Developers Borrow While Users Pay (Supplementary Material)

description: Supplementary material for our paper "UX Debt: Developers Borrow While Users Pay", to appear in the Proceedings of the 17th International Conference on Cooperative and Human Aspects of Software Engineering (CHASE 2024).



Questionnaire used for the online survey (questionnaire.pdf)

Quantitative survey responses (ux-debt-survey-quant.csv)

Script used to create figures for the research paper (ux-debt-survey.R)
DOI: 10.34740/kaggle/dsv/7494354
title: Full TMDB Movies Dataset 2024 (985K Movies)
DOI: 10.34740/kaggle/dsv/7494364
title: Top Spotify Songs in 73 Countries (Daily Updated)
DOI: 10.5281/zenodo.10576224
title: Data from "Multiple habitat graphs: how connectivity brings forth landscape ecological processes"

description: Data complemented the manuscript titled "Multiple habitat graphs: how connectivity brings forth landscape ecological processes"
DOI: 10.5281/zenodo.10576225
title: Data from "Multiple habitat graphs: how connectivity brings forth landscape ecological processes"

description: Data complemented the manuscript titled "Multiple habitat graphs: how connectivity brings forth landscape ecological processes"
DOI: 10.6073/pasta/f0b8285061bcf65193d0a312585b5f21
title: Census of species, diameter and location at the Luquillo Forest Dynamics Plot (LFDP), Puerto Rico

description: Censuses are performed every 5 years, the last one was finished in 2012 and the quality control process in 2013.
File LFDP_CENSUS1 contains data for the Census 1 (Survey 1,2,and 3) of pre LFDP including the Tag number Species code, quadrat location and date and stem diameter D130 (diameter measured at 130 cm from the ground (DBH). It also contains the diameter as recorded for all stems in survey 1, 2 and 3. LFDP_CENSUS1a has the same structure as LFDP_census1. In LFDP_census1a file, however, the stem diameters have been calculated to allocate "missed" stems that were found in survey 2, 3 or Census 2 to either Census 1 survey 1 (stems &gt;=10 cm D130) or Census 1 survey 3 (stems &gt;=1, &lt;10 cm D130). We calculated the diameter the stem would have had, if it had been recorded at the same time the quadrat it was located in was assessed, in the appropriate survey for that stem size.
To extrapolate the stem size back in time, we used the actual growth rate of that individual stem if more than one measurement was available. If only one diameter measurement was available we used the median growth rate for that species in the appropriate size class (median growthrate of stems &lt;10 cm, or median for stems &gt;=10, &lt;30 cm D130).
DOI: 10.6073/pasta/840b2f0f38b3f8546d2b2f6d3ab3a0d5
title: MCR LTER: Coral Reef: Long-term Population and Community Dynamics: Benthic Algae and Other Community Components, ongoing since 2005

description: Coral reefs are comprised of scleractinian corals and many other benthic organims. The sampling described here quantifies the relative abundances of corals (aggregate abundance) and the other major benthic components including algal turfs, macroalgae, crustose corallines, and other sessile invertebrates. Abundance is estimated yearly at each of 6 sites (2 per shore) around the island. At each site, and in each of 4 habitats (fringing reef, backreef, forereef 10-m depth, forereef 17-m depth), 5 permanent 10-m long transects have been established and abundance estimates are made at fixed positions along each transect (n=10, 0.25 m2 quadrats per transect) allowing a repeated measures statistical analysis for the detection of temporal trends.
 This material is based upon work supported by the U.S. National Science Foundation under
 Grant No. OCE 16-37396 (and earlier awards) as well as a generous gift from the Gordon and
 Betty Moore Foundation. Research was completed under permits issued by the French Polynesian
 Government (Délégation à la Recherche) and the Haut-commissariat de la République en
 Polynésie Francaise (DTRT) (Protocole d'Accueil 2005-2023). This work represents a
 contribution of the Moorea Coral Reef (MCR) LTER Site.
DOI: 10.21227/zk8m-rp02
title: Trees / NoTrees Sattellite Imagery Dataset

description: This dataset is derived from Sentinel-2 satellite imagery.

The main goal is to employ this dataset to train and classify images into two classes: with trees, and without trees.

The structure of the dataset is 2 folders named: "tree" (images containing trees) and "no-trees"  (images without presence of trees).

Each folder contains 5200 images of this type.
DOI: 10.6073/pasta/301c9b21635ee75b8601afce3953a0ea
title: Petit-lac-Saint-François surface water quality monitoring data

description: Water Quality samples were collected at Lake Inlet, Outlet, and In-Lake sites between October 2009 and September 2020. Water Samples were collected on a weekly, same-day-of-the-week basis, between 10 a.m. and noon, year-round. Field sampling was conducted by the same technician during the entire period to ensure method consistency and sampling frequency was maintained throughout, except for the winter of 2017, during which sampling was suspended. Epilimnion samples were collected using a swing sampler with a wide neck, polyethylene bottle (Nasco Sampling, Madison, WI, USA), and composited in an acid-washed, opaque, 4-L polyethylene bottle pre-conditioned with lake water. Four grab samples were taken to account for spatial heterogeneity that can be substantial within distances of a few meters, particularly when surface phytoplankton blooms are present. The grab samples were collected by tilting the swing sampler bottle approximately 45 degrees and allowing it to fill as it was submerged 8 to 15 cm below the surface. During periods of ice cover, access holes were drilled or cut through the ice to collect samples. For dissolved parameters, samples were filtered on the same day as collection. Quality control measures, including field, transport, and laboratory blanks, consisting of HPLC grade water and preservative where required, as well as split samples for interlaboratory comparisons, were included quarterly in the sampling program along with regular samples. These were used to establish practicable detection limits and to monitor for levels of contaminants to which field samples might be exposed.
DOI: 10.5281/zenodo.10574111
title: Data and code in support of "Floating PV Reduces Risks of Hydro-Dominated Energy Development in Africa"

description: This repository contains data and code for two experiments of floating solar capacity expansion in Africa for the paper "Floating PV Reduces Risks of Hydro-Dominated Energy Development in Africa" (Arnold et al. 2024)

Africa-OSeMOSYS-TEMBA

Data and code for configuring OSeMOSYS-TEMBA model scenarios with floating solar capacity expansion. The TEMBA model itself can be accessed at the Zenodo repository Data in support of “Declining cost of renewables and climate change curb the need for African hydropower expansion” (2023) doi: 10.5281/zenodo.7931050

ZW-SAPP

Data and code for post-processing Zambezi Watercourse EMODPS / SAPP PowNet solutions and simulations.
DOI: 10.5281/zenodo.10576226
title: Data and code in support of "Floating PV Reduces Risks of Hydro-Dominated Energy Development in Africa"

description: This repository contains data and code for two experiments of floating solar capacity expansion in Africa for the paper "Floating PV Reduces Risks of Hydro-Dominated Energy Development in Africa" (Arnold et al. 2024)

Africa-OSeMOSYS-TEMBA

Data and code for configuring OSeMOSYS-TEMBA model scenarios with floating solar capacity expansion. The TEMBA model itself can be accessed at the Zenodo repository Data in support of “Declining cost of renewables and climate change curb the need for African hydropower expansion” (2023) doi: 10.5281/zenodo.7931050

ZW-SAPP

Data and code for post-processing Zambezi Watercourse EMODPS / SAPP PowNet solutions and simulations.
DOI: 10.5281/zenodo.8227518
title: Data and code in support of "Floating PV Reduces Risks of Hydro-Dominated Energy Development in Africa"

description: This repository contains data and code for two experiments of floating solar capacity expansion in Africa for the paper "Floating PV Reduces Risks of Hydro-Dominated Energy Development in Africa" (Arnold et al. 2024)

Africa-OSeMOSYS-TEMBA

Data and code for configuring OSeMOSYS-TEMBA model scenarios with floating solar capacity expansion. The TEMBA model itself can be accessed at the Zenodo repository Data in support of “Declining cost of renewables and climate change curb the need for African hydropower expansion” (2023) doi: 10.5281/zenodo.7931050

ZW-SAPP

Data and code for post-processing Zambezi Watercourse EMODPS / SAPP PowNet solutions and simulations.
DOI: 10.5281/zenodo.8227519
title: Africa Hydropower FPV Substitution and Zambezi Watercourse EMODPS with SAPP PowNet

description: Data and code for: Africa power pool screening of planned hydroelectric dam substitution by FPV Post-processing Zambezi Watercourse EMODPS / SAPP PowNet solutions and Figure creation
DOI: 10.5281/zenodo.8286631
title: Africa Hydropower FPV Substitution and Zambezi Watercourse EMODPS with SAPP PowNet

description: Data and code for: Africa power pool screening of planned hydroelectric dam substitution by FPV Post-processing Zambezi Watercourse EMODPS / SAPP PowNet solutions and figure creation
DOI: 10.5281/zenodo.8286695
title: Africa Hydropower FPV Substitution and Zambezi Watercourse EMODPS with SAPP PowNet

description: Data and code for: Africa power pool screening of planned hydroelectric dam substitution by FPV Post-processing Zambezi Watercourse EMODPS / SAPP PowNet solutions and figure creation
DOI: 10.5281/zenodo.10571846
title: Atypical Cofilin Signaling Drives Dendritic Cell Migration through the Extracellular Matrix via Nuclear Deformation

description: To mount an adaptive immune response, dendritic cells must migrate to lymph nodes to present antigens to T cells. Critical to 3D migration is the nucleus, which is the size-limiting barrier for migration through the extracellular matrix. Here, we show that inflammatory activation of dendritic cells leads to the nucleus becoming spherically deformed, and enables dendritic cells to overcome the typical 2 – 3-micron diameter limit for 3D-migration through gaps in the extracellular matrix. We show that the nuclear shape-change is partially attained through reduced cell adhesion, whereas improved 3D migration is achieved through reprogramming of the actin cytoskeleton. Specifically our data points to a model whereby the phosphorylation of cofilin-1 at serine 41 drives the assembly of a Cofilin-ActoMyosin (CAM)-ring proximal to the nucleus and enhances migration through 3D-collagen gels. In summary, these data describe novel signaling events through which dendritic cells deform their nucleus and enhance their migratory capacity.
DOI: 10.5281/zenodo.10571847
title: Atypical Cofilin Signaling Drives Dendritic Cell Migration through the Extracellular Matrix via Nuclear Deformation

description: To mount an adaptive immune response, dendritic cells must migrate to lymph nodes to present antigens to T cells. Critical to 3D migration is the nucleus, which is the size-limiting barrier for migration through the extracellular matrix. Here, we show that inflammatory activation of dendritic cells leads to the nucleus becoming spherically deformed, and enables dendritic cells to overcome the typical 2 – 3-micron diameter limit for 3D-migration through gaps in the extracellular matrix. We show that the nuclear shape-change is partially attained through reduced cell adhesion, whereas improved 3D migration is achieved through reprogramming of the actin cytoskeleton. Specifically our data points to a model whereby the phosphorylation of cofilin-1 at serine 41 drives the assembly of a Cofilin-ActoMyosin (CAM)-ring proximal to the nucleus and enhances migration through 3D-collagen gels. In summary, these data describe novel signaling events through which dendritic cells deform their nucleus and enhance their migratory capacity.
DOI: 10.34740/kaggle/dsv/7494489
title: Daily Public Opinion on Israel-Palestine War
DOI: 10.34740/kaggle/dsv/7494496
title: Public Opinion on Climate Change (Updated Daily)
DOI: 10.5519/qd.ajzcnss6
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (322 records)
DOI: 10.6084/m9.figshare.24747165.v1
title: <b>Yellow Fever in Ghana: Predicting Emergence and Ecology from Historical Outbreaks (Datasets)</b>

description: These files contain the data for the original article:<b>Yellow Fever in Ghana: Predicting Emergence and Ecology from Historical Outbreaks</b>This manuscript is in preparation, if wanting to use these data please reach out to Seth Judson, MD sethjudsonmd@gmail.com
DOI: 10.5519/qd.ks6ndp06
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (3 records)
DOI: 10.5281/zenodo.10572792
title: Transcription of Bayer AG Film "Terremoto - Erdbeben in Peru" (Producer: Ferdinand Khittl KG München, 1970)

description: Manual transcription of approx. 38 min lengthy voiceovers in German from the digitized version of the documentary film "Terremoto - Erdbeben in Peru" from 1970 (producer: Ferdinand Khittl KG München, commissioner: Bayer AG Leverkusen) using the program f4transcript for time coding.

The documentary shows the joint humanitarian relief operation of Bayer AG with the German Red Cross (DRK) in the 1970 earthquake disaster zone of Caraz in Peru, Callejón de Huaylas, Province of Ancash.

The original and digitized film is preserved and licensed by Bayer Corporate Archives Leverkusen, Germany.
DOI: 10.5281/zenodo.10572793
title: Transcription of Bayer AG Film "Terremoto - Erdbeben in Peru" (Producer: Ferdinand Khittl KG München, 1970)

description: Manual transcription of approx. 38 min lengthy voiceovers in German from the digitized version of the documentary film "Terremoto - Erdbeben in Peru" from 1970 (producer: Ferdinand Khittl KG München, commissioner: Bayer AG Leverkusen) using the program f4transcript for time coding.

The documentary shows the joint humanitarian relief operation of Bayer AG with the German Red Cross (DRK) in the 1970 earthquake disaster zone of Caraz in Peru, Callejón de Huaylas, Province of Ancash.

The original and digitized film is preserved and licensed by Bayer Corporate Archives Leverkusen, Germany.
DOI: 10.5519/qd.7qoh11rx
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (9 records)
DOI: 10.25346/s6/ceoaux
title: Drone image-derived digital elevation models ('incised terrace' site)

description: Drone image-derived digital elevation model at 'incised terrace' site in "Microcontinent Breakup and Links to Possible Plate Boundary Reorganization in the Northern Gulf of California, México" created with Agisoft Photoscan software. WGS1984 UTM Zone 12N.
DOI: 10.25346/s6/yqq17b
title: Drone image-derived digital elevation models ('southern terraces' site)

description: Drone image-derived digital elevation model at 'southern terraces' site in "Microcontinent Breakup and Links to Possible Plate Boundary Reorganization in the Northern Gulf of California, México" created with Agisoft Photoscan software. WGS1984 UTM Zone 12N.