cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6073/pasta/2844e3353c633bcf4043ecb0955196b0
title: Journey North - Oriole observations by volunteer community scientists across Central and North America (1997-2020)

description: This data package contains oriole migration data consisting of 14,476 total observational reports from 1997 - 2020 across North and Central America. These data were collected by 7,331 community scientists for Journey North, a crowdsourced participatory science program of the University of Wisconsin-Madison Arboretum. The Journey North Oriole Project is an ongoing study of oriole phenology conducted at broad spatial and temporal scales. Since 1997, community scientists have tracked first arrival dates and breeding and feeding behavior as well as the onset of fall migration and presence of oriole species throughout the winter months in the United States. Focal species are the Baltimore Oriole (Icterus galbula), Bullock’s Oriole (Icterus bullockii), and Orchard Oriole (Icterus spurius fuertesi). Observers also provide estimates of the number of birds sighted. However, observers do not follow standardized methods for counting species observed. Observers do not observe at set times of the day, do not repeat observations regularly, and are not required to provide the length of time during which a specified number of species observed were counted. Therefore, it is recommended that this dataset be analyzed to indicate presence not abundance. Researchers are encouraged to read the rich information provided by volunteers in their comments. These comments provide qualitative information about observational reports. Researchers are also encouraged to refer to submitted photographs that also provide context for observational reports. The Journey North Oriole Project dataset is hosted by the University of Wisconsin-Madison Shared Web Hosting Service.
DOI: 10.25740/pq381cg6077
title: Imputed gene expression values of single cell RNA sequencing data from thymocytes published by the Teichmann  and Maehr Labs

description: Single cell gene expression data published by the Teichmann and Maehr Labs was reanalyzed using the Markov Affinity-based Graph Imputation of Cells (MAGIC) algorithm to denoise the data.
DOI: 10.6073/pasta/9e3a8d3e042473a10e23553163a48dab
title: SBC LTER: Reef: Long-term experiment: Kelp removal: Fish abundance

description: These data describe the abundance and size of reef-associated fish at SBC LTER long-term kelp removal experiment sites. The number and size of reef fish located 0-2 meters from the bottom within a 40 m x 2 m transect are recorded by a diver in each plot at the start of the sampling day. The number and sizes of cryptic fish associated with the bottom are recorded in the same 40m x 2 m transects in a separate survey. Cryptic species are recorded in selected 20 meter sub-sections of an 80 m2 permanent transect. Cryptic species are not recorded on continuous removal transects. The kelp removal experiment was initiated in 2008 at selected reef sites along the mainland coast of the Santa Barbara Channel. The following three giant kelp manipulations are maintained in sampling plots at each site: - Control: Macrocystis pyriferais left intact in a 2000 m2plot. - Annual removal: Macrocystis pyriferais removed from an adjacent 2000 m2plot once each winter and allowed to re-colonize over the course of the year. - Continuous removal: Macrocystis pyriferais removed from a 200 m2area within the 2000 m2 plot on each sampling date. See Methods for more information.
DOI: 10.6073/pasta/a7621ce3f1f956dd39279fa76469d32a
title: Small mammal abundance: Interactive Effects of Deer, Fire and Nitrogen

description: In 2000 we began to examine impacts of three anthropogenic effects on successional grasslands in an area with rapid woody encroachment toward white pine forest. We established a factorial experiment that manipulates N (0 or 3 g m-2 yr-1), fire (none or every 2nd year), and deer (fenced or open to deer), with a total of 32 plots, each 20 x 20 m. We hypothesized that the response of this ecosystem to the combined effects of fire, N, and herbivory would depend on the ability of pine and other species to invade and the magnitude of their response to the different disturbance factors: warm-season grasses increase with and encourage fire, resist herbivores, and inhibit woody plant invasion (Davis et al. 1998, Inouye et al. 1994); cool-season plants are favored by N deposition (Tilman 1987) but are fire-intolerant and palatable to herbivores; legumes tolerate fire but decrease with herbivory and N deposition; and finally, woody plants are fire-intolerant and may be more susceptible to herbivory. We are measuring treatment effects on composition and diversity of plants and consumers (insects, small mammals, lizards) as well as plant and soil C and N.
DOI: 10.6073/pasta/a79b1120729dffc992897de58a2c5408
title: Arthropod sweepnet sampling: Interactive Effects of Deer, Fire and Nitrogen

description: In 2000 we began to examine impacts of three anthropogenic effects on successional grasslands in an area with rapid woody encroachment toward white pine forest. We established a factorial experiment that manipulates N (0 or 3 g m-2 yr-1), fire (none or every 2nd year), and deer (fenced or open to deer), with a total of 32 plots, each 20 x 20 m. We hypothesized that the response of this ecosystem to the combined effects of fire, N, and herbivory would depend on the ability of pine and other species to invade and the magnitude of their response to the different disturbance factors: warm-season grasses increase with and encourage fire, resist herbivores, and inhibit woody plant invasion (Davis et al. 1998, Inouye et al. 1994); cool-season plants are favored by N deposition (Tilman 1987) but are fire-intolerant and palatable to herbivores; legumes tolerate fire but decrease with herbivory and N deposition; and finally, woody plants are fire-intolerant and may be more susceptible to herbivory. We are measuring treatment effects on composition and diversity of plants and consumers (insects, small mammals, lizards) as well as plant and soil C and N.
DOI: 10.6073/pasta/9e47803af7e5bb641ececb01121087ce
title: PBG07 Grasshopper species abundances in the Patch-Burn Grazing experiment at Konza Prairie

description: ‘PBG’ datasets are associated with a long-term, large-scale study that is addressing the effects of fire-grazing interactions in the context of a Patch-Burn Grazing management system designed to promote grassland heterogeneity. Effects of patch-burn grazing management on plant and animal diversity and the nature and variety of wildlife habitat are being assessed in two replicate management units, each consisting of three pastures (watersheds) designated C03A/C03B/C03C and C3SA/C3SB/C3SC. In each patch-burn grazing unit, one watershed is burned and two that are left unburned in a given year. The burning treatments are rotated annually so that each pasture is burned every third year. Each patch-burn grazing unit is paired with an annually-burned pasture for comparison with traditional grazing systems (C01A and C1SB). All grazing units are stocked with cow/calf pairs from approximately 1 May until 1 Oct at a stocking density equal to 3.2 ha per cow/calf. To examine the impact of patch burning and grazing in all 8 units, we monitor changes in plant species composition, residual biomass, grassland bird populations, insect populations, small mammal populations, soil nutrients, and stream water quality1(1C3SA/C3SB/C3SC unit only). The KSU Department of Animal Science monitors cattle performance, including weight gain and body condition to assess the economic feasibility of using patch-burn management on a widespread basis.
DOI: 10.6073/pasta/8d387215e6c252119e628ac4e5acdbed
title: Total numbers and species of insects taken from rock scrubbings during the summer of 1984-1988, 1993-1994, 1996-1998, in the Kuparuk River experimental reach near Toolik Field Station, North Slope Alaska..

description: A rock-scrubbing technique was used to collect bottom samples at several different stations with three replicates at each station in the Kuparuk River. The stations are measured relative to the 1984 phosphorus dripper. Only July sampling dates are included in this file (ACG). The samples were preserved in ethanol then picked, sorted, counted, and measured in Duluth using a NIKON MICRO-PLAN II digitizing pad.
DOI: 10.6073/pasta/ec8627599985e880a2656bd363513097
title: Ants Under Climate Change at Harvard Forest and Duke Forest 2009-2015

description: Experimental field studies are needed to understand the consequences of global climatic change for local community structure and associated ecosystem processes. We are using 5-m diameter open-top environmental chambers and 1m pvc minichambers to simultaneously manipulate air and soil temperatures at the Harvard Forest and at the Duke Forest in North Carolina. These field manipulations are designed to reveal the effects of temperature increases on the populations, communities, and associated ecosystem services of assemblages of ground-foraging ants. Ants are a model taxon for studying effects of global climatic change because they comprise the dominant fraction of animal biomass in many terrestrial communities and because they provide essential ecosystem services, including soil turnover, decomposition, and seed dispersal. The experiment is designed to test three predictions: 1. Projected atmospheric warming will lead to declines in ant species’ abundances at the warmer, southern extent of their ranges in the US. Conversely, projected atmospheric warming will lead to increases in abundance or range extensions of ant species at the cooler, northern extent of their ranges in the US. 2. Warming will change the relative abundance and composition of ant communities, and will lead to the loss of ant biodiversity. 3. Warming will potentially diminish ecosystem processes and services provided by ants, particularly with respect to the dispersal of seeds. To explore these, we are conducting two experiments. In one experiment, twelve open-top chambers at each site which will each be exposed air temperatures ranging from 1.5 to 7 deg C above ambient; soil temperatures will be increased simultaneously from 0 to ~ 2 deg C. After an initial year of pre-intervention measurements, the experiment will run for 3 consecutive years of continuous warming. In the second experiment, shade cloth and plastic greenhouse sheeting will be used to increase or decrease temperature by 0.5 deg C in sixty minichambers. The minichamber experiment was conducted in 2009 and will continue into 2010. The response variables measured in both experiments include ant activity, population densities and colony sizes of focal species, ant community diversity and species composition, and rates of seed dispersal and predation as mediated by ants.
DOI: 10.6084/m9.figshare.20499003.v1
title: Population projection by municipalities

description: Population projection by municipalities
DOI: 10.6084/m9.figshare.20498970
title: Disease database

description: Disease database
DOI: 10.6084/m9.figshare.20498970.v1
title: Disease database

description: Disease database
DOI: 10.6084/m9.figshare.20498964
title: Mortality database

description: Mortality database
DOI: 10.6084/m9.figshare.20498964.v1
title: Mortality database

description: Mortality database
DOI: 10.5066/p9ic4qfw
title: Agricultural area by year between 1988 and 2000 in Kabul, Afghanistan

description: This multi-band raster dataset describes the extent of agricultural activity, including both growing and bare or fallow agricultural fields, surrounding the city of Kabul, Afghanistan for 1988 - 2020. Landsat multispectral images acquired at the height of each year's growing season were used to perform a combined vegetation and clay band ratio analysis. Each band of this raster dataset represents a single year of analysis result; Band 1 indicates agricultural area for 1988, Band 2 indicates that of 1989, and so on. Due to cloud coverage or gaps in the image record, an appropriate image was not available for nine of the years during this 32-year time period; in total 24 Landsat images were used. Band 1 indicates agricultural area for 1988, Band 2 indicates agricultural area for 1990, Band 3 indicates agricultural area for 1992, Band 4 indicates agricultural area for 1993, Band 5 indicates agricultural area for 1994, Band 6 indicates agricultural area for 1995, Band 7 indicates agricultural area for 1996, Band 8 indicates agricultural area for 1997, Band 9 indicates agricultural area for 1998, Band 10 indicates agricultural area for 1999, Band 11 indicates agricultural area for 2000, Band 12 indicates agricultural area for 2001, Band 13 indicates agricultural area for 2002, Band 14 indicates agricultural area for 2003, Band 15 indicates agricultural area for 2008, Band 16 indicates agricultural area for 2011, Band 17 indicates agricultural area for 2013, Band 18 indicates agricultural area for 2014, Band 19 indicates agricultural area for 2015, Band 20 indicates agricultural area for 2016, Band 21 indicates agricultural area for 2017, Band 22 indicates agricultural area for 2018, Band 23 indicates agricultural area for 2019, Band 24 indicates agricultural area for 2020.
DOI: 10.6073/pasta/9764f8f6df4cd4a8cdf9440a6483cdc0
title: Journey North - Gray Whale observations by volunteer community scientists across the Eastern Pacific Ocean (1997-2020)

description: This data package contains Gray Whale migration data consisting of 1,546 total observational reports from 1997 - 2020 across the Eastern Pacific Ocean. These data were collected by 163 community scientists for Journey North, a crowdsourced participatory science program of the University of Wisconsin-Madison Arboretum. The Journey North Gray Whale Project is a study of Gray Whale phenology conducted at broad spatial and temporal scales. Since 1997, community scientists have tracked the migration of Gray Whales (Eschrichtius robustus) through the Eastern Pacific Ocean. Observers also provide estimates of the number of whales sighted. However, observers do not follow standardized methods for counting species observed. Observers do not observe at set times of the day, do not repeat observations regularly, and are not required to provide the length of time during which a specified number of species observed were counted. Therefore, it is recommended that this dataset be analyzed to indicate presence not abundance. Researchers are encouraged to read the rich information provided by volunteers in their comments. These comments provide qualitative information about observational reports. Researchers are also encouraged to refer to submitted photographs that also provide context for observational reports. The Journey North Gray Whale Project dataset is hosted by the University of Wisconsin-Madison Shared Web Hosting Service.
DOI: 10.5066/p9wktubi
title: Urban and developed areas indicated by classification of Landsat 2018 multispectral imagery

description: Polygons indicate the extent of urban (gridcode 5) and developed (gridcode 6) land cover in the greater Kabul area. Polygons were created from classification of Landsat 8 Operational Land Imagery (OLI) 30m resolution multispectral satellite imagery acquired on June 13, 2018.
DOI: 10.25824/redu/nkkjo5
title: algorithms_with_drift_detection.zip

description: This file contains the source codes (both for hyperparameter tuning and experimental runs) of the Online Sequential Extreme Learning Machines (OS-ELM), Dynamic and Online Ensemble for Regression (DOER), DOER with component ranking (DOER-Rank), Ensemble of Online Learners With Substitution of Models (EOS), and EOS with weighted average (EOS-D) models.
DOI: 10.25824/redu/qnnba6
title: classic_algorithms.zip

description: This file contains the source codes of the K-Nearest Neighbors (KNN), Random Forest (RF), Adapted Random Forest (RF-A), and Support Vector Machines (SVM) models used in the experiments. This file also contains the experimental results of each model, in text files.
DOI: 10.25824/redu/mu4csi
title: database.zip

description: This file contains, for each stock, (i) the original dataset, (ii) the preprocessed dataset (incremental and non-incremental), and (iii) the dataset without normalization.
DOI: 10.25824/redu/32vpjz
title: grid_search_classic_algorithms.zip

description: This file contains the source code for hyperparameter tuning of the classical machine learning algorithms.
DOI: 10.25824/redu/ji7twt
title: results.zip

description: This file contains a spreadsheet with the detailed results of the performed experiments.
DOI: 10.25824/redu/wb2r60
title: Replication data for: evaluation of concept drift detection approaches for stock market forecasting

description: This package contains the datasets, source codes (in Python), and complete tables with the results reported in the work entitled Evaluation of Concept Drift Detection Approaches for Stock Market Forecasting. File "database.zip" contains, for each stock, (i) the original dataset, (ii) the preprocessed dataset (incremental and non-incremental preprocessing), and (iii) the dataset without normalization.&lt;\li&gt; File "classic_algorithms.zip" contains the source codes of the K-Nearest Neighbors (KNN), Random Forest (RF), Adjusted Random Forest (RF-A), and Support Vector Machines (SVM) models used in the experiments. This file also contains the experimental results of each model, in text files. File "grid_search_classic_algorithms.zip" contains the source code for hyperparameter tuning of the classical machine learning algorithms. File "algorithms_with_drift_detection.zip" contains the source codes (both for hyperparameter tuning and experimental runs) of the Online Sequential Extreme Learning Machines (OS-ELM), Dynamic and Online Ensemble for Regression (DOER), DOER with component ranking (DOER-Rank), Ensemble of Online Learners With Substitution of Models (EOS), and EOS with weighted average (EOS-D) models. These models were implemented according to [1]. Finally, the file "results.zip" contains a spreadsheet with the detailed results of the performed experiments. [1] BUENO BARAJAS, Jorge Andrés. Dynamic ensemble mechanisms to improve particulate matter forecasting: Mecanismos para ensemble dinâmicos aplicados para a previsão de material particulado. 2018. 1 recurso online (91 p.) Dissertação (mestrado) - Universidade Estadual de Campinas, Faculdade de Tecnologia, Limeira, SP. DOI: 10.47749/T/UNICAMP.2018.1031495
DOI: 10.5281/zenodo.7009903
title: Pathfinding for agents in games using a tetrahedron mesh dataset

description: Dataset produced during testing for the Thesis Pathfinding for agents in games using a tetrahedron mesh.<br> Thesis link
DOI: 10.5281/zenodo.7009904
title: Pathfinding for agents in games using a tetrahedron mesh dataset

description: Dataset produced during testing for the Thesis Pathfinding for agents in games using a tetrahedron mesh.<br> Thesis link
DOI: 10.6084/m9.figshare.20518314.v1
title: Lyons and McClelland 2022 AJP Data

description: The following datasets show the values for all the figures and tables in the article "Highland deer mice redistribute tissue fatty acid uptake to support thermogenesis after cold hypoxia acclimation." <br> Highland mice (ha) and lowland mice (la) were acclimated to either thermoneutral (tn) or cold hypoxia (ch). <br> <br>
DOI: 10.6084/m9.figshare.20520435
title: gecho spss - used data.sav

description: This is the data of Our manuscript on immediate postpartum anemia
DOI: 10.5281/zenodo.1464106
title: The Virtual Macaque Brain: A Macaque Connectome For Large-Scale Network Simulations In Thevirtualbrain

description: A whole-cortex macaque structural connectome constructed from a combination of axonal tract-tracing and diffusion-weighted imaging data. Created for modeling brain dynamics using TheVirtualBrain platform. Website: thevirtualbrain.org
DOI: 10.5281/zenodo.1464105
title: The Virtual Macaque Brain: A macaque connectome for large-scale network simulations in TheVirtualBrain

description: A whole-cortex macaque structural connectome constructed from a combination of axonal tract-tracing and diffusion-weighted imaging data. Created for modeling brain dynamics using TheVirtualBrain platform. Website: thevirtualbrain.org
DOI: 10.5281/zenodo.1471588
title: The Virtual Macaque Brain: A Macaque Connectome For Large-Scale Network Simulations In Thevirtualbrain

description: A whole-cortex macaque structural connectome constructed from a combination of axonal tract-tracing and diffusion-weighted imaging data. Created for modeling brain dynamics using TheVirtualBrain platform. Website: thevirtualbrain.org
DOI: 10.3886/e149945
title: Data and Code for: Lift and Shift: The Effect of Fundraising Interventions in Charity Space and Time

description: Fundraising interventions may lift donations and/or shift their composition and timing. Using data rich in both the charity space and time dimensions we find that major fundraising appeals lift donations to the appeal charity, and that this increase is not offset by lower donations later in time. Strikingly, major appeals also forward-shift donations to other (non-appeal) charities that are offset by lower donations later. To understand these response patterns we introduce a two-period, two charity “lift-shift” model. The model indicates that the observed response patterns are possible only if warm glow is substitutable, both intertemporally and between charities.
DOI: 10.3886/e149945v1
title: Data and Code for: Lift and Shift: The Effect of Fundraising Interventions in Charity Space and Time

description: Fundraising interventions may lift donations and/or shift their composition and timing. Using data rich in both the charity space and time dimensions we find that major fundraising appeals lift donations to the appeal charity, and that this increase is not offset by lower donations later in time. Strikingly, major appeals also forward-shift donations to other (non-appeal) charities that are offset by lower donations later. To understand these response patterns we introduce a two-period, two charity “lift-shift” model. The model indicates that the observed response patterns are possible only if warm glow is substitutable, both intertemporally and between charities.
DOI: 10.5517/ccdc.csd.cc28823r
title: CCDC 2093123: Experimental Crystal Structure Determination

description: Related Article: Xiangzhong Liu, Renjing Yang, Qiannan Xu, Mi Zhou, Jie Feng, Guanghui Wang, Ting Lin, Wenjing Tian, Haifeng Chen|2022|Bioorg.Chem.|128|106068|doi:10.1016/j.bioorg.2022.106068
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: 10.5517/ccdc.csd.cc289l8g
title: CCDC 2094585: Experimental Crystal Structure Determination

description: Related Article: Xiangzhong Liu, Renjing Yang, Qiannan Xu, Mi Zhou, Jie Feng, Guanghui Wang, Ting Lin, Wenjing Tian, Haifeng Chen|2022|Bioorg.Chem.|128|106068|doi:10.1016/j.bioorg.2022.106068
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.