cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.1199010
title: EEG and audio dataset for auditory attention decoding

description: This dataset contains EEG recordings from 18 subjects listening to one of two competing speech audio streams. Continuous speech in trials of ~50 sec. was presented to normal hearing listeners in simulated rooms with different degrees of reverberation. Subjects were asked to attend one of two spatially separated speakers (one male, one female) and ignore the other. Repeated trials with presentation of a single talker were also recorded. The data were recorded in a double-walled soundproof booth at the Technical University of Denmark (DTU) using a 64-channel Biosemi system and digitized at a sampling rate of 512 Hz. Full details can be found in: <strong>Søren A. Fuglsang, Torsten Dau & Jens Hjortkjær (2017): Noise-robust cortical tracking of attended speech in real-life environments. <em>NeuroImage</em>, 156, 435-444</strong> and <strong>Daniel D.E. Wong, Søren A. Fuglsang, Jens Hjortkjær, Enea Ceolini, Malcolm Slaney & Alain de Cheveigné: A Comparison of Temporal Response Function Estimation Methods for Auditory Attention Decoding. Frontiers in Neuroscience, </strong>https://doi.org/10.3389/fnins.2018.00531 The data is organized in format of the publicly available COCOHA Matlab Toolbox. The preproc_script.m demonstrates how to import and align the EEG and audio data. The script also demonstrates some EEG preprocessing steps as used the Wong et al. paper above. The AUDIO.zip contains wav-files with the speech audio used in the experiment. The EEG.zip contains MAT-files with the EEG/EOG data for each subject. The EEG/EOG data are found in <strong>data.eeg</strong> with the following channels: channels 1-64: scalp EEG electrodes channel 65: right mastoid electrode channel 66: left mastoid electrode channel 67: vertical EOG below right eye channel 68: horizontal EOG right eye channel 69: vertical EOG above right eye channel 70: vertical EOG below left eye channel 71: horizontal EOG left eye channel 72: vertical EOG above left eye The <strong>expinfo</strong> table contains information about experimental conditions, including what what speaker the listener was attending to in different trials. The expinfo table contains the following information: attend_mf: attended speaker (1=male, 2=female) attend_lr: spatial position of the attended speaker (1=left, 2=right) acoustic_condition: type of acoustic room (1= anechoic, 2= mild reverberation, 3= high reverberation, see Fuglsang et al. for details) n_speakers: number of speakers presented (1 or 2) wavfile_male: name of presented audio wav-file for the male speaker wavfile_female: name of presented audio wav-file for the female speaker (if any) trigger: trigger event value for each trial also found in data.event.eeg.value DATA_preproc.zip contains the preprocessed EEG and audio data as output from preproc_script.m. The dataset was created within the COCOHA Project: Cognitive Control of a Hearing Aid
DOI: 10.21239/v9rd9j
title: Base de datos perfiles de cordones litorales en el departamento de la Guajira
DOI: 10.21239/v9w711
title: Base de datos sedimentológicos en el departamento de la Guajira
DOI: 10.5066/f7610z63
title: Data Release of Geologic Map of the Weldona 7.5' Quadrangle, Morgan County, Colorado

description: The Weldona 7.5' quadrangle is located on the semiarid plains of northeastern Colorado, along the South Platte River corridor where the river has incised into Upper Cretaceous Pierre Shale. The Pierre Shale is largely covered by surficial deposits that formed from alluvial, eolian, and hillslope processes operating in concert with environmental changes from the Pleistocene to the present. The South Platte River, originating high in the Colorado Rocky Mountains, has played a major role in shaping surficial geology in the map area, which is several tens of kilometers downstream from where headwater tributaries join the river. Recurrent glaciation (and deglaciation) of basin headwaters has affected river discharge and sediment supply far downstream, influencing deposition of alluvium and river incision in the Weldona quadrangle. During the Pleistocene the course of the river within the map area shifted progressively southward as it incised, and by late middle Pleistocene the river was south of its present position, cutting and filling deep paleochannels now covered by younger alluvium. The river shifted back to the north during the late Pleistocene. Kiowa and Bijou Creeks are unglaciated tributaries originating in the Colorado Piedmont east of the Front Range that also have played a major role in shaping surficial geology of the map area. Periodically during the late Pleistocene, major flood events on these tributaries deposited large volumes of sediment at their confluences, forming a broad, low-gradient fan of sidestream alluvium that could have occasionally dammed the river for short periods of time. Eolian sand deposits of the Sterling (north of river) and Fort Morgan (south of river) dune fields cover much of the quadrangle and record past episodes of sand mobilization during times of prolonged drought. With the onset of irrigation and damming during historical times, the South Platte River has changed from a broad, shallow, and sandy braided river with highly variable seasonal discharge to a much narrower, deeper river with braided-meandering transition morphology and more uniform discharge.
DOI: 10.5281/zenodo.1199542
title: Duhumbi crafts: leather work, weaving, bamboo craft

description: Short description: This collection of videos, audio and photo files displays Duhumbi crafts, as recorded between 2012 and 2017. Three main crafts are the art of weaving, the bamboo (and cane) craft, and the leather craft. The weaving topic shows the carding of wool, preparing the warp, the backstrap loom and the various actions of weaving while weaving a bag panel, a bag strap and boot straps, parts of the backstrap loom, weaving tools, nettle fiber bags and some examples of designs on the traditional bags. The bamboo craft topic shows how a bamboo rope is twisted, and various bamboo products. The leather topic shows various leather products. This material is made freely available to everyone for informative or scientific purposes as long as the source (this DOI) / the collectors are properly credited. Please note that use of the material for commercial purposes <em><strong>of any kind</strong>, which includes conversion into commercial audio-visual media (documentaries etc.), storage and dissemination through sites that require registration & payment for access, or sites that rely on advertisement (including YouTube) </em>is <strong>not</strong> permitted without <strong>specific written consent</strong> from the speakers and their community, obtained through the collectors of the material. By downloading our material, you agree to these restrictions. This data set falls under the Attribution-NonCommercial-ShareAlike (CC BY-NC-SA) license. This license lets you remix, tweak, and build upon this work non-commercially, as long as you credit us and license your new creations under the identical terms. License Deed on https://creativecommons.org/licenses/by-nc-sa/4.0/. Legal Code on https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode. Tim Bodt: bodttim (at) gmail (dot) com
DOI: 10.5281/zenodo.1199543
title: Duhumbi crafts: leather work, weaving, bamboo craft

description: Short description: This collection of videos, audio and photo files displays Duhumbi crafts, as recorded between 2012 and 2017. Three main crafts are the art of weaving, the bamboo (and cane) craft, and the leather craft. The weaving topic shows the carding of wool, preparing the warp, the backstrap loom and the various actions of weaving while weaving a bag panel, a bag strap and boot straps, parts of the backstrap loom, weaving tools, nettle fiber bags and some examples of designs on the traditional bags. The bamboo craft topic shows how a bamboo rope is twisted, and various bamboo products. The leather topic shows various leather products. This material is made freely available to everyone for informative or scientific purposes as long as the source (this DOI) / the collectors are properly credited. Please note that use of the material for commercial purposes <em><strong>of any kind</strong>, which includes conversion into commercial audio-visual media (documentaries etc.), storage and dissemination through sites that require registration & payment for access, or sites that rely on advertisement (including YouTube) </em>is <strong>not</strong> permitted without <strong>specific written consent</strong> from the speakers and their community, obtained through the collectors of the material. By downloading our material, you agree to these restrictions. This data set falls under the Attribution-NonCommercial-ShareAlike (CC BY-NC-SA) license. This license lets you remix, tweak, and build upon this work non-commercially, as long as you credit us and license your new creations under the identical terms. License Deed on https://creativecommons.org/licenses/by-nc-sa/4.0/. Legal Code on https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode. Tim Bodt: bodttim (at) gmail (dot) com
DOI: 10.5281/zenodo.1199619
title: Word Embeddings for the Software Engineering Domain

description: A .bin file for a word2vec model pre-trained on 15GB of Stack Overflow posts. For more details refer to the following paper: Efstathiou, V., Chatzilenas, C., Spinellis, D., 2018. "Word Embeddings for the Software Engineering Domain". In <em>Proceedings of the 15th International Conference on Mining Software Repositories.</em> ACM
DOI: 10.5281/zenodo.1199620
title: Word Embeddings for the Software Engineering Domain

description: A .bin file for a word2vec model pre-trained on 15GB of Stack Overflow posts. For more details refer to the following paper: Efstathiou, V., Chatzilenas, C., Spinellis, D., 2018. "Word Embeddings for the Software Engineering Domain". In <em>Proceedings of the 15th International Conference on Mining Software Repositories.</em> ACM
DOI: 10.14469/hpc/3921
title: 2-(4,4,5,5-tetramethyl-1,3,2Î»4-dioxaborolan-2-ylidene)-2,3-dihydro-1H-2Î»4-naphtho[1,8-de][1,3,2]diazaborinine, b3lyp+DG3BJ/aug-cc-pvdz/methanol

description: Gaussian Calculation
DOI: 10.7910/dvn/cnogrb
title: Local knowledge of farmers on drivers and effects of tree cover change in Gobu Sayo woreda, East Wollega, Ethiopia

description: This dataset was moved to: https://doi.org/10.34725/DVN/CNOGRBIn a study conducted in Gobu Sayo woreda, Ongobo bakanisa kebele. Farmers identified 2 key drivers of land use change which had a huge impact on shaping the community. These changes took place during the Derg regime between 1974-1991 (1967 to 1983 Ethiopian Calendar). These are: Government’s Resettlement and land redistribution Policy and Establishment of Eucalyptus plantations. This study provides an in depth understanding of these changes, adoption of trees on farm, challenges encountered and trees preferred by farmers.
DOI: 10.7910/dvn/ykjh38
title: Local Knowledge of farmers on the role of trees and associated management in food security in Muruta commune, Kayanza Province, Burundi

description: This dataset was moved to: https://doi.org/10.34725/DVN/YKJH38Through this study, the following objectives were addressed:Characterization of land use and land cover change in Kayanza province, Elicitation of farmers’ knowledge on tree species, their utilities, their interactions with crops, soil, livestock and water and the role they play in achieving food security; Examination of farmers’ knowledge on factors influencing food security and their coping mechanisms; Identification of the tree management practices employed by farmers and the their knowledge on the reasons behind these practices; Identification of challenges and opportunities for achieving food security
DOI: 10.7910/dvn/blijxc
title: Local knowledge on the management, role and impact of trees on the livelihoods of smallholder farmers in Butta Sub-county, Manafwa District, in Eastern Uganda

description: This dataset was moved to: https://doi.org/10.34725/DVN/BLIJXCThe study was set out to explore local knowledge on the management, role and impact of trees on the livelihoods of smallholder farmers in Butta Sub-county, Manafwa District, in Eastern Uganda. Three communities located within the landscape at different elevations were selected for the study: Khambatsi Village in the upper slopes, Fuluma Village in the mid-slopes and Lyamaina Village in the lower slopes. Thirty farmers were purposively sampled and participatory research methods were used in combination with the Agro-ecological Knowledge Toolkit (AKT) methodology which was followed to elicit knowledge from farmers in a rigorous and systematic manner. The AKT5 software and SPSS were used to record and analyse the results. The results indicate fine-scale variation of growing conditions, farmer circumstances and needs within the area. Farmers had some detailed knowledge on the management of trees and the ecosystem services associated with them but there was also evidence of knowledge gaps. Farmers were lacking knowledge on raising nurseries of native trees and propagating and managing them properly. There also appeared to be low levels of knowledge about different ways of managing pest and diseases affecting tree and crop production. It is recommended that extension services and advocacy should be intensified. Training of farmers in tree management as well as other good agricultural practices that farmers fall short of should be promoted by the government and other aid agencies. Advocacy campaigns geared towards promoting the utilities of trees to enhance tree retention and adoption should also be considered
DOI: 10.7910/dvn/r5vjwo
title: Local indicators of soil quality determine restoration options and vary with degradation status and gender

description: This dataset was moved to: https://doi.org/10.34725/DVN/R5VJWOThis data set contains data on local knowledge on indicators of soil quality determine restoration options and vary with degradation status and gender
DOI: 10.14469/hpc/3922
title: VOVZOV Wiberg

description: Gaussian Calculation
DOI: 10.5281/zenodo.1156955
title: High-resolution wind power generation time series for Germany in the period 2000-2015

description: High-resolution wind power generation time series for Germany in the period 2000-2015. A paper describing the applied methodology can be found in this repository as well. The final temporal resolution is hourly and the spatial resolution NUTS 3. The data is stored in csv and hdf5 files. More information on the data set, e.g. missing time stamps and versioning, can be found in readme.txt.
description: {"references": ["Completion of wind turbine data sets for wind integration studies applying random forests and k-nearest neighbors in Applied Energy. https://doi.org/10.1016/j.apenergy.2017.10.044"]}
DOI: 10.14469/hpc/3923
title: (P,S,S,S,S)-4; b3lyp+DG3BJ/6-311+G(d,p)/SCRF=chloroform, VCD, NMR, D2-symmetric atropisomer ΔG=-3295.095306 ΔΔG= +4.4

description: Gaussian Calculation. The highest energy atropisomer of four.
DOI: 10.14469/hpc/3924
title: VOVZOV WFN

description: Gaussian Calculation
DOI: 10.18739/a2zc6x
title: Ivotuk Flux Data - MAT Site (Excel) [Beringer, J.]
DOI: 10.5066/f78g8jmn
title: Water-table elevation contours and depth-to-water grid for the Edwin B. Forsythe National Wildlife Refuge, New Jersey, and vicinity, spring 2015

description: This data release contains GIS layers and associated metadata in support of a hydrologic assessment of the Edwin B. Forsythe National Wildlife Refuge, New Jersey. Water-table elevation contours and a depth-to-water grid are included. Water levels measured at groundwater and surface-water sites located in and near the refuge as part of a water-level synoptic study conducted primarily during May 2015 were used in the development of both layers, along with other spatial data. Included is one shapefile with associated metadata: ebf_wtelev_spring2015: continuous water-table elevation contours. Also included is one grid file with associated metadata: ebf_dtw_spring2015: depth-to-water grid. This data release supports the following publication: Wieben, C.M., and Chepiga, M.M., 2018, Hydrologic assessment of the Edwin B. Forsythe National Wildlife Refuge, New Jersey: U.S. Geological Survey Scientific Investigations Report 2017-5088, 38 p., https://doi.org/10.3133/sir20175088.
DOI: 10.5066/f7j38rvz
title: Geophysical datasets for the FORGE Fallon site

description: The datasets include geophysical and rock property measurements and models accompanying the FORGE Fallon Phase II study
DOI: 10.5066/f7jh3kbd
title: Raw ground-penetrating radar data, Edwin B. Forsythe National Wildlife Refuge, New Jersey, 2014-15
DOI: 10.5281/zenodo.1202114
title: Duhumbi utensils, household implements and tools

description: <strong>Short description: </strong>This collection of videos, audio and photo files displays Duhumbi aspects of culture between 2012 and 2017. It showcases several household utensils and agricultural tools and implements and their usage. Many of these objects have become rare or have already disappeared. This material is made freely available to everyone for informative or scientific purposes as long as the source (this DOI) / the collectors are properly credited. Please note that use of the material for commercial purposes <em><strong>of any kind</strong>, which includes conversion into commercial audio-visual media (documentaries etc.), storage and dissemination through sites that require registration & payment for access, or sites that rely on advertisement (including YouTube) </em>is <strong>not</strong> permitted without <strong>specific written consent</strong> from the speakers and their community, obtained through the collectors of the material. By downloading our material, you agree to these restrictions. This data set falls under the Attribution-NonCommercial-ShareAlike (CC BY-NC-SA) license. This license lets you remix, tweak, and build upon this work non-commercially, as long as you credit us and license your new creations under the identical terms. License Deed on https://creativecommons.org/licenses/by-nc-sa/4.0/. Legal Code on https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode. Tim Bodt: bodttim (at) gmail (dot) com
DOI: 10.5281/zenodo.1202115
title: Duhumbi utensils, household implements and tools

description: <strong>Short description: </strong>This collection of videos, audio and photo files displays Duhumbi aspects of culture between 2012 and 2017. It showcases several household utensils and agricultural tools and implements and their usage. Many of these objects have become rare or have already disappeared. This material is made freely available to everyone for informative or scientific purposes as long as the source (this DOI) / the collectors are properly credited. Please note that use of the material for commercial purposes <em><strong>of any kind</strong>, which includes conversion into commercial audio-visual media (documentaries etc.), storage and dissemination through sites that require registration & payment for access, or sites that rely on advertisement (including YouTube) </em>is <strong>not</strong> permitted without <strong>specific written consent</strong> from the speakers and their community, obtained through the collectors of the material. By downloading our material, you agree to these restrictions. This data set falls under the Attribution-NonCommercial-ShareAlike (CC BY-NC-SA) license. This license lets you remix, tweak, and build upon this work non-commercially, as long as you credit us and license your new creations under the identical terms. License Deed on https://creativecommons.org/licenses/by-nc-sa/4.0/. Legal Code on https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode. Tim Bodt: bodttim (at) gmail (dot) com
DOI: 10.5281/zenodo.1202211
title: Duhumbi immaterial culture

description: <strong>Short description: </strong>This collection of videos, audio and photo files displays Duhumbi aspects of immaterial culture between 2012 and 2017. This includes songs and dance, <em>dünchang</em>, <em>mani tam</em> riddles, picnics, stories and tales, and the famous <em>Azhi Lamu</em> dance. All these immaterial cultural practices have seen a rapid decline with the advent of electricity, television and mobile phones to the area. <em>Mani tam</em> are hardly practiced anymore, the longer stories are only told during <em>losar</em>, and more traditional songs and dances during special occasions such as community festivals, marriages and <em>dünchang</em> parties are often quickly replaced by the latest Bollywood hit songs. This material is made freely available to everyone for informative or scientific purposes as long as the source (this DOI) / the collectors are properly credited. Please note that use of the material for commercial purposes <em><strong>of any kind</strong>, which includes conversion into commercial audio-visual media (documentaries etc.), storage and dissemination through sites that require registration & payment for access, or sites that rely on advertisement (including YouTube) </em>is <strong>not</strong> permitted without <strong>specific written consent</strong> from the speakers and their community, obtained through the collectors of the material. By downloading our material, you agree to these restrictions. This data set falls under the Attribution-NonCommercial-ShareAlike (CC BY-NC-SA) license. This license lets you remix, tweak, and build upon this work non-commercially, as long as you credit us and license your new creations under the identical terms. License Deed on https://creativecommons.org/licenses/by-nc-sa/4.0/. Legal Code on https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode. Tim Bodt: bodttim (at) gmail (dot) com
DOI: 10.5281/zenodo.1202129
title: Duhumbi and Khispi

description: Short description: These recordings present several stories that tell about the strained relationship between the Duhumbi people of Chug and the Khispi people of Lish. The animosity has a long history, and is becoming worse year by year, as Khispi, mainly from Gonpatse village, are rapidly encroaching in Duhumbi land. Many Khispi people have sold their own land to outsiders, and claiming the entire Chug valley to be theirs, expand their territory northwards along the Chug river. This material is made freely available to everyone for informative or scientific purposes as long as the source (this DOI) / the collectors are properly credited. Please note that use of the material for commercial purposes <em><strong>of any kind</strong>, which includes conversion into commercial audio-visual media (documentaries etc.), storage and dissemination through sites that require registration & payment for access, or sites that rely on advertisement (including YouTube) </em>is <strong>not</strong> permitted without <strong>specific written consent</strong> from the speakers and their community, obtained through the collectors of the material. By downloading our material, you agree to these restrictions. This data set falls under the Attribution-NonCommercial-ShareAlike (CC BY-NC-SA) license. This license lets you remix, tweak, and build upon this work non-commercially, as long as you credit us and license your new creations under the identical terms. License Deed on https://creativecommons.org/licenses/by-nc-sa/4.0/. Legal Code on https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode. Tim Bodt: bodttim (at) gmail (dot) com