cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.5994716
title: The biodiversity and ecosystem service contributions and trade-offs of forest restoration approaches

description: Forest restoration is being scaled-up globally to deliver critical ecosystem services and biodiversity benefits, yet we lack rigorous comparison of co-benefit delivery across different restoration approaches. In a global synthesis (Hua et al. 2022, Science; DOI: 10.1126/science.abl4649), we use 25,950 matched data pairs from 264 studies in 53 countries to assess how delivery of climate, soil, water, and wood production services as well as biodiversity compares across a range of tree plantations and native forests. Carbon storage, water provisioning, and especially soil erosion control and biodiversity benefits are all delivered better by native forests, with compositionally simpler, younger plantations in drier regions performing particularly poorly. However, plantations exhibit an advantage in wood production. These results underscore important trade-offs among environmental and production goals that policymakers must navigate in meeting forest restoration commitments. The Excel file and the R code here are the datasets and analysis code that underlie the above study.
DOI: 10.34740/kaggle/dsv/3558366
title: Russian Invasion of Ukraine
DOI: 10.34740/kaggle/dsv/3558399
title: Dutch News Articles
DOI: 10.3886/e120319v3-116740
title: Data and Code for : The Rise and Fall of India's Relative Investment Price: A Tale of Policy Error and Reform

description: India's relative price of investment rose 44% from 1981 to 1991 and fell 26% from 1991 to 2006. We build a simple DGE model calibrated to Indian data in order to explore the impact of capital import substitution policies and their reform post-1991, in accounting for this rise and fall. Our model delivers a 23% rise before reform and a 31% fall thereafter. GDP per effective labor was 3% lower in 1991 compared to 1981 due to import restrictions on capital goods. Their removal and a 71 percentage point reduction in tariff rates raised GDP per effective labor permanently by 20%.
DOI: 10.3886/e120319v3-116741
title: Data and Code for : The Rise and Fall of India's Relative Investment Price: A Tale of Policy Error and Reform

description: India's relative price of investment rose 44% from 1981 to 1991 and fell 26% from 1991 to 2006. We build a simple DGE model calibrated to Indian data in order to explore the impact of capital import substitution policies and their reform post-1991, in accounting for this rise and fall. Our model delivers a 23% rise before reform and a 31% fall thereafter. GDP per effective labor was 3% lower in 1991 compared to 1981 due to import restrictions on capital goods. Their removal and a 71 percentage point reduction in tariff rates raised GDP per effective labor permanently by 20%.
DOI: 10.5281/zenodo.6509692
title: Supplementary material for "A collection of Constraint Programming models for the three-dimensional stable matching problem with cyclic preferences"

description: No external dependency is needed to compile the code, but MiniZinc is required to run it. Running the code without any argument will give the instructions.
description: Ágnes Cseh was funded by OTKA grant K128611 and the János Bolyai Research Fellowship. This publication has emanated from research conducted with the financial support of Science Foundation Ireland under Grant numbers 12/RC/2289-P2, 16/SP/3804 and 16/RC/3918, which are co-funded under the European Regional Development Fund. This project would not have been possible without COST Action CA16228 European Network for Game Theory.
DOI: 10.5281/zenodo.6509691
title: Supplementary material for "A collection of Constraint Programming models for the three-dimensional stable matching problem with cyclic preferences"

description: No external dependency is needed to compile the code, but MiniZinc is required to run it. Running the code without any argument will give the instructions.
description: Ágnes Cseh was funded by OTKA grant K128611 and the János Bolyai Research Fellowship. This publication has emanated from research conducted with the financial support of Science Foundation Ireland under Grant numbers 12/RC/2289-P2, 16/SP/3804 and 16/RC/3918, which are co-funded under the European Regional Development Fund. This project would not have been possible without COST Action CA16228 European Network for Game Theory.
DOI: 10.6084/m9.figshare.19688715
title: SSCM_KM114_CSV.csv

description: data extracted
DOI: 10.6084/m9.figshare.19688715.v1
title: SSCM_KM114_CSV.csv

description: data extracted
DOI: 10.5281/zenodo.6508204
title: Supporting information for "Global trade-drivers in emissions of polycyclic aromatic hydrocarbons and associated health impacts"

description: Emissions: PAH emission inventory for 17 sectors in 189 regions, input-output tables of emissions from the perspectives of primary input, final sale and final consumption, net flow patterns of emissions, the contributions of different drivers to the changes in PAH emissions (Gg) in 13 worldwide regions from 2012 to 2015. Health impacts: Lung cancer rates, Concentrations of BaP, lifetime lung cancer deaths in worldwide regions, input-output tables of deaths from the perspectives of primary input, final sale and final consumption, net flow patterns of deaths, the contributions of different drivers to the changes in the lifetime lung cancer deaths in 13 worldwide regions from 2012 to 2015.
DOI: 10.5281/zenodo.6508203
title: Supporting information for "Global trade-drivers in emissions of polycyclic aromatic hydrocarbons and associated health impacts"

description: Emissions: PAH emission inventory for 17 sectors in 189 regions, input-output tables of emissions from the perspectives of primary input, final sale and final consumption, net flow patterns of emissions, the contributions of different drivers to the changes in PAH emissions (Gg) in 13 worldwide regions from 2012 to 2015. Health impacts: Lung cancer rates, Concentrations of BaP, lifetime lung cancer deaths in worldwide regions, input-output tables of deaths from the perspectives of primary input, final sale and final consumption, net flow patterns of deaths, the contributions of different drivers to the changes in the lifetime lung cancer deaths in 13 worldwide regions from 2012 to 2015.
DOI: 10.5517/ccdc.csd.cc23g5c4
title: CCDC 1950035: Experimental Crystal Structure Determination

description: Related Article: D. Jeyanthi, C. Joel, R. Biju Bennie, D. Jim Livingston, C. Balakrishnan|2022|J.Photochem.Photobiol.A:Chem.|430|113950|doi:10.1016/j.jphotochem.2022.113950
DOI: 10.6084/m9.figshare.19526155
title: Mormyrid Activity Patterns Data

description: This archive contains datasets and code (R and python) for reproducing analyses and figures from the article "A spark in the dark: uncovering natural activity patterns of mormyrid weakly electric fish".Included are laboratory and field recordings of the activity of two species of mormyrid weakly electric fish, and environmental measurements that were made in a swamp lagoon in Uganda.<br>For more information, please see the Readme.txt file.<br>
DOI: 10.6084/m9.figshare.19526155.v3
title: Mormyrid Activity Patterns Data

description: This archive contains datasets and code (R and python) for reproducing analyses and figures from the article "A spark in the dark: uncovering natural activity patterns of mormyrid weakly electric fish".Included are laboratory and field recordings of the activity of two species of mormyrid weakly electric fish, and environmental measurements that were made in a swamp lagoon in Uganda.<br>For more information, please see the Readme.txt file.<br>
DOI: 10.6084/m9.figshare.19526155.v2
title: Mormyrid Activity Patterns Data

description: This archive contains datasets and code (R and python) for reproducing analyses and figures from the article "A spark in the dark: uncovering natural activity patterns of mormyrid weakly electric fish".Included are laboratory and field recordings of the activity of two species of mormyrid weakly electric fish, and environmental measurements that were made in a swamp lagoon in Uganda.<br>For more information, please see the Readme.txt file.<br>
DOI: 10.5517/ccdc.csd.cc24x8v6
title: CCDC 1993388: Experimental Crystal Structure Determination

description: Related Article: Hakan Ünver, Burak Berber, Beyza Kanat, Mahmoud Arafat, Ayse Tansu Koparal, Osman Doluca|2022|Polyhedron|221|115834|doi:10.1016/j.poly.2022.115834
DOI: 10.5517/ccdc.csd.cc24x8w7
title: CCDC 1993389: Experimental Crystal Structure Determination

description: Related Article: Hakan Ünver, Burak Berber, Beyza Kanat, Mahmoud Arafat, Ayse Tansu Koparal, Osman Doluca|2022|Polyhedron|221|115834|doi:10.1016/j.poly.2022.115834
DOI: 10.5517/ccdc.csd.cc27p2kl
title: CCDC 2075839: Experimental Crystal Structure Determination

description: Related Article: Qian Li, Jian-Da Sun, Bo Yang, Hui Wang, Dan-Wei Zhang, Da Ma, Zhan-Ting Li|2021|Chin.Chem.Lett.|33|1988|doi:10.1016/j.cclet.2021.10.017
DOI: 10.5517/ccdc.csd.cc283y6k
title: CCDC 2089158: Experimental Crystal Structure Determination

description: Related Article: Gulcin Haykir, Murat Aydemir, Adem Tekin, Emine Tekin, Andrew Danos, Fatma Yuksel, Gurkan Hizal, Andrew P. Monkman, Figen Turksoy|2022|Materials Today Comm.|31|103550|doi:10.1016/j.mtcomm.2022.103550
DOI: 10.5517/ccdc.csd.cc283y7l
title: CCDC 2089159: Experimental Crystal Structure Determination

description: Related Article: Gulcin Haykir, Murat Aydemir, Adem Tekin, Emine Tekin, Andrew Danos, Fatma Yuksel, Gurkan Hizal, Andrew P. Monkman, Figen Turksoy|2022|Materials Today Comm.|31|103550|doi:10.1016/j.mtcomm.2022.103550
DOI: 10.5517/ccdc.csd.cc28whsg
title: CCDC 2111806: Experimental Crystal Structure Determination

description: Related Article: Bibi Hanifa, Muhammad Sirajuddin, Maciej Kubicki, Edward R.T. Tiekink|2022|J.Mol.Struct.|1262|133033|doi:10.1016/j.molstruc.2022.133033
DOI: 10.5517/ccdc.csd.cc28whth
title: CCDC 2111807: Experimental Crystal Structure Determination

description: Related Article: Bibi Hanifa, Muhammad Sirajuddin, Maciej Kubicki, Edward R.T. Tiekink|2022|J.Mol.Struct.|1262|133033|doi:10.1016/j.molstruc.2022.133033
DOI: 10.5517/ccdc.csd.cc290qmp
title: CCDC 2115862: Experimental Crystal Structure Determination

description: Related Article: Bibi Hanifa, Muhammad Sirajuddin, Maciej Kubicki, Edward R.T. Tiekink|2022|J.Mol.Struct.|1262|133033|doi:10.1016/j.molstruc.2022.133033
DOI: 10.5517/ccdc.csd.cc29wkqh
title: CCDC 2141657: Experimental Crystal Structure Determination

description: Related Article: Hajer Bouznif, Fadhel Hajlaoui, Karim Karoui, Nathalie Audebrand, Marie Cordier, Thierry Roisnel, Nabil Zouari|2022|J.Solid State Chem.|311|123149|doi:10.1016/j.jssc.2022.123149
DOI: 10.5517/ccdc.csd.cc29wkrj
title: CCDC 2141658: Experimental Crystal Structure Determination

description: Related Article: Hajer Bouznif, Fadhel Hajlaoui, Karim Karoui, Nathalie Audebrand, Marie Cordier, Thierry Roisnel, Nabil Zouari|2022|J.Solid State Chem.|311|123149|doi:10.1016/j.jssc.2022.123149
DOI: 10.5517/ccdc.csd.cc2b95g9
title: CCDC 2153770: Experimental Crystal Structure Determination

description: Related Article: E.A. Kravchenko, A.A. Gippius, A.V. Tkachev, A.V. Golubev, A.S. Kubasov, A. Yu Bykov, K. Yu Zhizhin, N.T. Kuznetsov|2022|J.Solid State Chem.|311|123143|doi:10.1016/j.jssc.2022.123143
DOI: 10.5281/zenodo.6509652
title: Chanalyzer: a computational geometry approach for the analysis of protein channel shape and dynamics

description: Dataset of molecular dynamics trajectories described in the "Chanalyzer: a computational geometry approach for the analysis of protein channel shape and dynamics" work. Trajectories of differently funcionalized MscL channel forms. The conf.prm file is the parameter file that has been used for the NanoShaper tool
DOI: 10.5281/zenodo.6364015
title: Data used in JAMES paper "Sensitivity of the Horizontal Scale of Convective Self‐Aggregation to Sea Surface Temperature in Radiative Convective Equilibrium Experiments Using a Global Nonhydrostatic Model"

description: Data used in JAMES paper "Sensitivity of the Horizontal Scale of Convective Self‐Aggregation to Sea Surface Temperature in Radiative Convective Equilibrium Experiments Using a Global Nonhydrostatic Model" by Shuhei Matsugishi and Masaki Satoh doi: 10.1029/2021MS002636
DOI: 10.5281/zenodo.4777315
title: Data used in JAMES paper "Sensitivity of the Horizontal Scale of Convective Self‐Aggregation to Sea Surface Temperature in Radiative Convective Equilibrium Experiments Using a Global Nonhydrostatic Model"

description: Data used in JAMES paper "Sensitivity of the Horizontal Scale of Convective Self‐Aggregation to Sea Surface Temperature in Radiative Convective Equilibrium Experiments Using a Global Nonhydrostatic Model" by Shuhei Matsugishi and Masaki Satoh doi: 10.1029/2021MS002636
DOI: 10.6084/m9.figshare.19688721
title: EPIDEMIOLOGY OF CANINE MAMMARY TUMOURS ON THE CANARY ARCHIPELAGO IN SPAIN.

description: Dataset and script from my paper Epidemiology of canine mammary tumours on the Canary Archipelago. <br> <br>
DOI: 10.6084/m9.figshare.19688721.v1
title: EPIDEMIOLOGY OF CANINE MAMMARY TUMOURS ON THE CANARY ARCHIPELAGO IN SPAIN.

description: Dataset and script from my paper Epidemiology of canine mammary tumours on the Canary Archipelago. <br> <br>
DOI: 10.23729/367505b9-529b-4a89-965c-60d256ab89a5
title: A musculoskeletal finite element model of rat knee joint for evaluating cartilage biomechanics during gait

description: Model files of the finite element model of the rat knee joint.
DOI: 10.5281/zenodo.6509719
title: Zoanthus solanderi decontaminated gx

description: .
DOI: 10.5281/zenodo.6509718
title: Zoanthus solanderi decontaminated gx

description: .
DOI: 10.5281/zenodo.6509725
title: Urophycis chuss decontaminated gx

description: .
DOI: 10.5281/zenodo.6509724
title: Urophycis chuss decontaminated gx

description: .
DOI: 10.5281/zenodo.6509743
title: Wirenia argentea decontaminated gx

description: .
DOI: 10.5281/zenodo.6509742
title: Wirenia argentea decontaminated gx

description: .
DOI: 10.5281/zenodo.6509777
title: Accipiter castanilius decontaminated gx

description: .
DOI: 10.5281/zenodo.6509776
title: Accipiter castanilius decontaminated gx

description: .
DOI: 10.6084/m9.figshare.16660990.v1
title: P addition effects on C:N:P

description: This is the dataset for P addition effects on C:N:P ratios.
DOI: 10.25345/c5js9hc2x
title: MassIVE MSV000089351 - GNPS TESTE FLAB MG MARCELINO SANTOS
title: 1 Etapa- Deteccao de massa 2 Etapa- Construtor de Cromatograma (ADAP) 3 Etapa- Deconvolucao 4 Etapa- Alinhamento (Join Aligner)
DOI: 10.34740/kaggle/dsv/3559181
title: YouTube Trending Video Dataset (updated daily)
DOI: 10.34740/kaggle/dsv/3559219
title: 2021 World Population (updated daily)
DOI: 10.6084/m9.figshare.19069610
title: Daily precipitation dataset at 0.1° for the Yarlung Zangbo River basin from 2001 to 2015

description: In order to obtain higher precision regional precipitation dataset in the Yarlung Zangbo River basin, two different schemes were proposed on the basis of the two most application potential satellite-based precipitation products, IMERG and CMORPH_BLD. The first method aimed to correct the positive error of IMERG based on high correlation (CC&gt;0.9) between IMERG and gauges. The second algorithm was developed to merge IMERG with CMORPH_BLD by the stepwise linear regression. As the reference, IMERG played a key role in correction of precipitation ratio determination and precipitation event detection. Two daily datasets with 0.1° resolution (BRD_IMERG and IGREA_IMERG-CMORPH) performed better than IMERG in CC, RMSE, ME, FAR and CSI, and streamflow simulation in the whole basin (NS: 0.86 and 0.87; RBIAS: -19% and -11%) and sub-basins. The two proposed methods were relatively simple and efficient for reconstructing higher precision regional precipitation, and the datasets provided a good application demonstration in the alpine region.
DOI: 10.6084/m9.figshare.19069610.v1
title: Daily precipitation dataset at 0.1° for the Yarlung Zangbo River basin from 2001 to 2015

description: In order to obtain higher precision regional precipitation dataset in alpine basin, two different data fusion schemes were proposed on the basis of the existing global precipitation in this paper. The first algorithm was based on the good relationship of monthly IMERGM and rain gauges data, and the ratio of daily IMERG to monthly IMERGM. The second algorithm was that merge IMERG with CMORPH(CPC Morphing with 0.25° resolution) by the stepwise linear regression. Finally, two daily datasets (BRD_IMERG and IGREA_IMERG-CMORPH with 0.1° resolution) and one intermediate dataset (IG_IMERG-CMORPH with 0.1° resolution) were evaluated by using 10 rain gauges data and the distributed hydrological model (VIC). BRD_IMERG and IGREA_IMERG-CMORPH performed better than IMERG in CC, RMSE, ME, FAR and CSI, and had good simulation runoff (NS greater than or equal to 0.85) in hydrological model. We provide the dataset that based on efficiency and easily manipulated methods for multiple applications of user and exploration of spatiotemporal distribution of precipitation in alpine region.<br>
DOI: 10.6084/m9.figshare.19688730
title: Dataset of mHealth event logs

description: How does Facebook always seems to know what the next funny video should be to sustain your attention with the platform? Facebook has not asked you whether you like videos of cats doing something funny: They just seem to know. In fact, FaceBook learns through your behavior on the platform (e.g., how long have you engaged with similar movies, what posts have you previously liked or commented on, etc.). As a result, Facebook is able to sustain the attention of their user for a long time. On the other hand, the typical mHealth apps suffer from rapidly collapsing user engagement levels. To sustain engagement levels, mHealth apps nowadays employ all sorts of intervention strategies. Of course, it would be powerful to know—like Facebook knows—what strategy should be presented to what individual to sustain their engagement. To be able to do that, the first step could be to be able to cluster similar users (and then derive intervention strategies from there). This dataset was collected through a single mHealth app over 8 different mHealth campaigns (i.e., scientific studies). Using this dataset, one could derive clusters from app user event data. One approach could be to differentiate between two phases: a process mining phase and a clustering phase. In the process mining phase one may derive from the dataset the processes (i.e., sequences of app actions) that users undertake. In the clustering phase, based on the processes different users engaged in, one may cluster similar users (i.e., users that perform similar sequences of app actions). <br> <strong>List of files</strong> `0-list-of-variables.pdf` includes an overview of different variables within the dataset. `1-description-of-endpoints.pdf` includes a description of the unique endpoints that appear in the dataset. `2-requests.csv` includes the dataset with actual app user event data. `2-requests-by-session.csv` includes the dataset with actual app user event data with a session variable, to differentiate between user requests that were made in the same session. <br>
DOI: 10.6084/m9.figshare.19688730.v1
title: Dataset of mHealth event logs

description: How does Facebook always seems to know what the next funny video should be to sustain your attention with the platform? Facebook has not asked you whether you like videos of cats doing something funny: They just seem to know. In fact, FaceBook learns through your behavior on the platform (e.g., how long have you engaged with similar movies, what posts have you previously liked or commented on, etc.). As a result, Facebook is able to sustain the attention of their user for a long time. <br> On the other hand, the typical mHealth apps suffer from rapidly collapsing user engagement levels. To sustain engagement levels, mHealth apps nowadays employ all sorts of intervention strategies. Of course, it would be powerful to know—like Facebook knows—what strategy should be presented to what individual to sustain their engagement. <br> To be able to do that, the first step could be to be able to cluster similar users (and then derive intervention strategies from there). <br> This dataset was collected through a single mHealth app over 8 different mHealth campaigns (i.e., scientific studies). Using this dataset, one could derive clusters from app user event data. One approach could be to differentiate between two phases: a process mining phase and a clustering phase. In the process mining phase one may derive from the dataset the processes (i.e., sequences of app actions) that users undertake. In the clustering phase, based on the processes different users engaged in, one may cluster similar users (i.e., users that perform similar sequences of app actions). <br> <strong>List of files</strong> `0-list-of-variables.pdf` includes an overview of different variables within the dataset. `1-description-of-endpoints.pdf` includes a description of the unique endpoints that appear in the dataset. `2-requests.csv` includes the dataset with actual app user event data. `2-requests-by-session.csv` includes the dataset with actual app user event data with a session variable, to differentiate between user requests that were made in the same session. <br>
DOI: 10.6084/m9.figshare.19688784
title: data

description: Data were collected by a mobile forced experience sampling study, which can reflect real-time FB user experience in a naturalistic setting.
DOI: 10.6084/m9.figshare.19688784.v1
title: data

description: Data were collected by a mobile forced experience sampling study, which can reflect real-time FB user experience in a naturalistic setting.
DOI: 10.6084/m9.figshare.19688793.v1
title: Dataset related to Source Characteristics of the 2020 Mw 7.4 Oaxaca, Mexico, Earthquake Estimated from GPS, InSAR, and Teleseismic Waveforms (Wen et al., 2021, SRL)

description: This dataset includes 2 files related to Source Characteristics of the 2020 Mw 7.4 Oaxaca, Mexico, Earthquake Estimated from GPS, InSAR, and Teleseismic Waveforms (Wen et al., 2021, SRL). They are: <br> 1. 2020_Mw7.4_Oaxaca_Fault_geometry: The file contains the fault geometry used in our model inversion for the Oaxaca earthquake. Every row represents a subfault and the the latitude, longitude, and depth are given for each corner of the subfault. <br> 2. 2020_Mw7.4_Oaxaca_FFM_slip_txt: The file lists the slip predicted by our preferred Oaxaca earthquake model at the center of each subfault.
DOI: 10.6084/m9.figshare.19688793
title: Dataset related to Source Characteristics of the 2020 Mw 7.4 Oaxaca, Mexico, Earthquake Estimated from GPS, InSAR, and Teleseismic Waveforms (Wen et al., 2021, SRL)

description: This dataset includes 2 files related to Source Characteristics of the 2020 Mw 7.4 Oaxaca, Mexico, Earthquake Estimated from GPS, InSAR, and Teleseismic Waveforms (Wen et al., 2021, SRL). They are: <br> 1. 2020_Mw7.4_Oaxaca_Fault_geometry: The file contains the fault geometry used in our model inversion for the Oaxaca earthquake. Every row represents a subfault and the the latitude, longitude, and depth are given for each corner of the subfault. <br> 2. 2020_Mw7.4_Oaxaca_FFM_slip_txt: The file lists the slip predicted by our preferred Oaxaca earthquake model at the center of each subfault.
DOI: 10.34740/kaggle/dsv/3559410
title: COVID Vaccination in World (updated daily)
DOI: 10.5281/zenodo.6509906
title: Imipenem hydrolysis by the L1 and the NDM-1 metallo-beta-lactamases: QM/MM structures of the stationary points

description: Stationary points (transition states and minima) for the hydrolysis reactions of the imipenem in the active sites of the L1 and NDM-1 metallo-beta-lactamases. The reactions occure in three elementary steps each. For the NDM-1 there are two compeeting pathways leading to the different products. Enamine and imine forms of the hydrolyzed imipenem may form and those are marked with "N" and "C", respectively, according to the atom being protonated at the last step. Structures are calculated at the QM(PBE0-D3/6-31G**)/MM(AMBER) level.