cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.5791694
title: [Dataset] Polar and Topographic Amplifications of Inter-model Spread of Surface Temperature in Climate Models

description: All the raw CMIP5 and CMIP6 model data used in this work are available at https://data.ceda.ac.uk/badc/cmip5/data/cmip5/output1 and https://esgf-node.llnl.gov/search/cmip6/ respectively. The data uploaded here is the processed data that support and lead to the described results in the manuscript entitled "Polar and Topographic Amplifications of Inter-model Spread of Surface Temperature in Climate Models" Figure numbers shown in brackets are associated figures in the manuscript. <br> cmip5_sdev.nc (the first row of figure 1 )<br> cmip6_sdev.nc (the second row figure 1 ) cmip6_np_decompose.nc (figure 2 and figure 6)<br> cmip6_sp_decompose.nc (figure 3 and figure 7)<br> cmip6_tp_decompose.nc (figure 4 and figure 8)<br> cmip6_clt.nc (figure 5)<br> cmip6_np_energy_transport.nc (the first column of figure 9)<br> cmip6_sp_energy_transport.nc (the second column of figure 9)<br> cmip6_tp_energy_transport.nc (the third column of figure 9) <br> cmip5_np_decompose.nc (figure 10 and figure 14 in appendix)<br> cmip5_sp_decompose.nc (figure 11 and figure 15 in appendix)<br> cmip5_tp_decompose.nc (figure 12 and figure 16 in appendix)<br> cmip5_clt.nc (figure 13 in appendix)<br> cmip5_np_energy_transport.nc (the first column of figure 17 in appendix)<br> cmip5_sp_energy_transport.nc (the second column of figure 17 in appendix)<br> cmip5_tp_energy_transport.nc (the third column of figure 17 in appendix)<br>
DOI: 10.6084/m9.figshare.20325123
title: Non-continuous cross-shelf transport in the northern East China Sea in winter

description: · Suspended sediments in the Yangtze Shoal show alternations between high and low concentrations · This pattern is induced by the topography of three ridges and two troughs · Strong wind in winter plays an important role in sediment transport to the outer sea.
DOI: 10.6084/m9.figshare.20325123.v1
title: Non-continuous cross-shelf transport in the northern East China Sea in winter

description: · Suspended sediments in the Yangtze Shoal show alternations between high and low concentrations · This pattern is induced by the topography of three ridges and two troughs · Strong wind in winter plays an important role in sediment transport to the outer sea.
DOI: 10.6084/m9.figshare.20325120.v3
title: international migration management research filed data from woscc and cnki database

description: international migration management research filed data from woscc and cnki database
DOI: 10.5281/zenodo.6836991
title: Multiplexed imaging mass cytometry reveals distinct tumor-immune microenvironments linked to immunotherapy responses in melanoma

description: <strong>- melanoma_IMC_data.zip</strong> The zip file contains the raw IMC images (in the raw_tiff folder) and corresponding single cell masks (in the mask folder) associated with the paper "Multiplexed imaging mass cytometry reveals distinct tumor-immune microenvironments linked to immunotherapy responses in melanoma". The MCD files by CyTOF IMC were exported to a multi-channel TIFF file including 41 channels, and the order of the channel was provided in the <strong>Melanoma_panel.csv</strong>. <strong>- Melanoma_code_data.zip</strong> The zip file contains the 4 folders described as follows: Folder ”data“: the processed data for the result shown in paper<br> - Folder "input": <br> - sc_data.csv: the single cell protein expression data;<br> - Folder "abundance": the cell type abundance files;<br> - Folder "clidata": the response and survival data for 4 melanoma datasets used in the paper; <br> - Folder "hc_result": TME archetypes annotation for each sample/ROI from hierarchical clustering;<br> - Folder "ICB": data for ICB analysis (presented in FigS3);<br> - Folder "meta": panel file for clustering;<br> - Folder "RNAseq_data": the RNAseq data for 4 melanoma datasets used in the paper;<br> - Folder "RNAseq_deconv": the result of cell type deconvolution from bulk RNAseq; <br> - Folder "spatial": data for neighbourhood analysis (presented in Fig3, FigS4).<br> - Folder "output": intermediate result for analysis. Folder "Rscript": R scripts for reproducing results in the paper.<br> - generate_Figs.Rmd: ploting figures presented in the paper;<br> - functions.R: functions used for analysis;<br> - Clustering.Rmd: determining cell types based on marker intensities;<br> - Spatial_analysis.Rmd: neighbourhood analysis to get significant interction/avoidance cell relationships. Folder "Figs": figures presented in paper. Folder "HE_figs": the H&E image and the ROIs distribution for each sample.
DOI: 10.6084/m9.figshare.20325120.v4
title: international migration management research field data from woscc and cnki database

description: international migration management research field data from woscc and cnki database
DOI: 10.6084/m9.figshare.12277427
title: Updating and backdating analyses for mitigating uncertainties in land change modeling: A case study of the Ci Kapundung upper water catchment area, Java Island, Indonesia - Data

description: This is the dataset used in a study, which was written in a paper entitled: "Updating and backdating analyses for mitigating uncertainties in land change modeling: A case study of the Ci Kapundung upper water catchment area, Java Island, Indonesia". <br> The dataset contains samples of raw data and the raster files for the case study area, which have been projected and clipped, and the workflow. The analyses were conducted using the graphical user interface from ArcGIS 10.7.1, Land Change Modeler (LCM) module from Terrset, QGIS and SAGA. No codes were retrieved during the process. <br>
DOI: 10.6084/m9.figshare.12277427.v1
title: Updating and backdating analyses for mitigating uncertainties in land change modeling: A case study of the Ci Kapundung upper water catchment area, Java Island, Indonesia - Data

description: This is the dataset used in a study, which was written in a paper entitled: "Updating and backdating analyses for mitigating uncertainties in land change modeling: A case study of the Ci Kapundung upper water catchment area, Java Island, Indonesia". <br> The dataset contains raw data and the raster files which have been projected and clipped following the delineation of the case study area.<br>
DOI: 10.6084/m9.figshare.20325120.v5
title: International Migration Management Research Field Data from WOSCC and CNKI Database

description: International Migration Management Research Field Data from WOSCC and CNKI Database
DOI: 10.6084/m9.figshare.20325120
title: Bibliographic Data on International Migration Management Research from WOSCC and CNKI

description: Bibliographic Data on International Migration Management Research from WOSCC and CNKI
DOI: 10.6084/m9.figshare.20325120.v7
title: Bibliographic Data on International Migration Management Research from WOSCC and CNKI

description: Bibliographic Data on International Migration Management Research from WOSCC and CNKI
DOI: 10.6084/m9.figshare.20325120.v6
title: Bibliographic data on international migration management research from WOSCC and CNKI

description: Bibliographic data on international migration management research from WOSCC and CNKI
DOI: 10.6084/m9.figshare.20322423
title: Adjacent forest moderates insect pollination of oil palm

description: Natural habitat plays a role in many agroecosystems as a source of pollination services and other ecological spillover, but these effects are largely unquantified in oil palm (<em>Elaeis guineensis</em>), a globally important crop linked to deforestation. In a field experiment in Sumatra, Indonesia, we manipulated floral visitor access to female oil palm inflorescences over a 100 m distance gradient from forest into oil palm and sampled insects with sticky traps placed above male and female inflorescences. Full exclusion of floral visitors decreased mean oil palm fruit set to 12%, demonstrating that insect pollination was necessary to maintain favorable fruit set and yield. Treatment group means of fruit set under open pollination (62%) and when excluding large (&gt;1.4 mm diameter) organisms (72%), did not differ significantly from open pollination augmented with hand pollination (61%), suggesting no difference in pollen limitation. In contrast, when we examined change in fruit set with distance from forest, we found a significant trend of higher fruit set in oil palms closer to the forest when large organisms were excluded, which increased estimated fruit set at the forest edge to 87%, compared to open-pollinated palms (70%). This trend with distance from forest was absent when we fully excluded floral visitors, showing that the effect of forest was not likely due to an abiotic gradient (e.g., changing soil nutrients). Of the arthropod taxa collected from sticky traps, Drosophilidae (Diptera) and Gelechiidae (Lepidoptera) decreased and increased with distance from forest, respectively. The taxa <em>Elaeidobius kamerunicus</em> (Coleoptera: Curculionidae), Gelechiidae, and the families Thripidae and Phlaeothripidae (Thysanoptera) were abundant on both male and female inflorescence sticky traps. <em>Elaeidobius kamerunicus</em>, an introduced oil palm pollinator, had the only significant relationship with fruit set. Our results confirm pollination by insects as a key ecosystem service for oil palm production. Although further work is needed to clarify the relationship between fruit set, biodiversity, and distance from forest, we speculate that excluding large organisms could have increased fruit set closer to forest by mediating interactions between pollinators, forest predators, and farm mesopredators. Understanding the relationships between nearby forest and pollination services could better connect oil palm production to its landscape context and associated biodiversity. This would be important for landscape-scale conservation planning that considers both the ecosystem service needs and ecological impacts of oil palm agriculture.
DOI: 10.6084/m9.figshare.20325165
title: Fog droplet size distributions in Nanjing, China

description: During the winters of 2017 and 2018, we conducted two comprehensive field experiments on the physicochemical characteristics of the urban fog in the north of Nanjing (32.2°N, 118.7°E) in Eastern China. The observational site is located at Nanjing University of Information Science & Technology (NUIST), near residential and industrial areas with relatively high values of aerosol number concentration. Here, the fog droplet size distributions (FDSDs)are available, which was measured by a Fog Monitor (model 100, FM-100) from the Droplet Measurement Technologies (DMT, USA) in both experiments. Before each experiment, we calibrated the FM-100 using monodisperse standard glass particles to ensure the reliability of the measurements. During the two fog experiments, eight fog cases with 88962 FDSDs were sampled.
DOI: 10.21227/hb3w-2c56
title: Intensity runs

description: Results for variational Intensity runs.
DOI: 10.34740/kaggle/dsv/3951951
title: Russian Invasion of Ukraine
DOI: 10.5281/zenodo.6685764
title: Responses of Surface Evaporative Fluxes in Montane Cloud Forests to the Climate Change Scenario

description: CL_surfobs_raw.mat and LHC_nodew_new_raw.mat are the analyzed CLM simulation output with atmospheric observations in Chi-Lan and Lien-Hua-Chih as input forcings. CLatm_LHC_prec*.mat are the analyzed CLM simulation output in sensitivity tests for the rainfall pattern. CL_*_transform_raw.mat are the analyzed CLM simulation output in CTL simulation and climate change sensitivity tests. Fig_*.m are matlab code files to reproduce figures in the article. Fig_11_ttest.m and Fig_11_LE_p_value.mat are the t-test for the decrease of latent heat flux in the diurnal cycle under climate change scenario and the resulting p-value. Fig_quantile.m and Fig_4_6_7_8_9_10_11_quantile.mat are to obtain first and third quantile of the changes of canopy water and surface heat fluxes in the diurnal cycle under climate change scenarios.
DOI: 10.5281/zenodo.5770337
title: Responses of Surface Evaporative Fluxes in Montane Cloud Forests to the Climate Change Scenario

description: CL_surfobs_raw.mat and LHC_nodew_new_raw.mat are the analyzed CLM simulation output with atmospheric observations in Chi-Lan and Lien-Hua-Chih as input forcings. CLatm_LHC_prec*.mat are the analyzed CLM simulation output in sensitivity tests for the rainfall pattern. CL_*_transform_raw.mat are the analyzed CLM simulation output in CTL simulation and climate change sensitivity tests. Fig_*.m are matlab code files to reproduce figures in the article. Fig_11_ttest.m and Fig_11_LE_p_value.mat are the t-test for the decrease of latent heat flux in the diurnal cycle under climate change scenario and the resulting p-value. Fig_quantile.m and Fig_4_6_7_8_9_10_11_quantile.mat are to obtain first and third quantile of the changes of canopy water and surface heat fluxes in the diurnal cycle under climate change scenarios.
DOI: 10.5519/qd.p6nz332a
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.6084/m9.figshare.20325212
title: Source data and code Figure 2 from Molecular advances to study the function, evolution and spectral tuning of arthropod visual opsins

description: Opsin Sequence alignement, Newick tree format and R script for lambda max estimate fitting
DOI: 10.6084/m9.figshare.20325212.v1
title: Source data and code Figure 2 from Molecular advances to study the function, evolution and spectral tuning of arthropod visual opsins

description: Opsin Sequence alignement, Newick tree format and R script for lambda max estimate fitting
DOI: 10.6084/m9.figshare.20325218
title: Dataset S2 from Molecular advances to study the function, evolution and spectral tuning of arthropod visual opsins

description: Related to figure S2. Primer table and qPCR expression values for opsin stable line
DOI: 10.6084/m9.figshare.20325218.v1
title: Dataset S2 from Molecular advances to study the function, evolution and spectral tuning of arthropod visual opsins

description: Related to figure S2. Primer table and qPCR expression values for opsin stable line
DOI: 10.6084/m9.figshare.20325221.v1
title: Dataset 1 from Molecular advances to study the function, evolution and spectral tuning of arthropod visual opsins

description: Related to figure 2. List of species, LW opsin sequences, and absorbance data
DOI: 10.6084/m9.figshare.20325224.v1
title: Dataset S3 from Molecular advances to study the function, evolution and spectral tuning of arthropod visual opsins

description: Related to figure 3. Amino acid sites identified by homology modelling against the JSR1 rhodopsin structure, within 5Å of the chromophore binding pocket between pairs of LW opsin duplicates
DOI: 10.6084/m9.figshare.20325224
title: Dataset S3 from Molecular advances to study the function, evolution and spectral tuning of arthropod visual opsins

description: Related to figure 3. Amino acid sites identified by homology modelling against the JSR1 rhodopsin structure, within 5Å of the chromophore binding pocket between pairs of LW opsin duplicates
DOI: 10.6084/m9.figshare.20325221
title: Dataset 1 from Molecular advances to study the function, evolution and spectral tuning of arthropod visual opsins

description: Related to figure 2. List of species, LW opsin sequences, and absorbance data
DOI: 10.6084/m9.figshare.20325248.v1
title: Aphid and spectral data from A model for colour preference behaviour of spring migrant aphids

description: Contains aphid catches and spectral reflectance data of all
DOI: 10.6084/m9.figshare.20325248
title: Aphid and spectral data from A model for colour preference behaviour of spring migrant aphids

description: Contains aphid catches and spectral reflectance data of all
DOI: 10.6084/m9.figshare.20325271
title: Body and Eye Measurements from Allometric scaling of a superposition eye optimizes sensitivity and acuity in large and small hawkmoths

description: Contains all measurements of body and eye parameters analysed in this study
DOI: 10.6084/m9.figshare.20325271.v1
title: Body and Eye Measurements from Allometric scaling of a superposition eye optimizes sensitivity and acuity in large and small hawkmoths

description: Contains all measurements of body and eye parameters analysed in this study
DOI: 10.34740/kaggle/dsv/3952085
title: Team Fight Tactics matches
DOI: 10.6084/m9.figshare.20325276
title: DATA F1000 (1).doc

description: Raw data from Usnic acid ftir spectrum, usnic acid wave number spectrum data, poloxamer 188 ftir spectrum, poloxamer 188 wave number spectrum data, usnic acid-p0loxamer 188 nanocrystal ftir spectrum, nanocrystal wave number spectrum data, usnic acid thermogram, poloxamer 188 thermogram, usnic acid-poloxamer 188 nanocristal thermogram, raw data immunohistochemistry mmp-13 (positive control, group 1, 2, and 3), raw data immunohistochemical collagen type 2 (positive control, group 1, 2, and 3), data dissolution, percentage data on immunohistochemical assessment of mmp-13 and type 2 collagen in cartilage tissue, raw data sem nanocrystal usnic acid-poloxamer 188, pure usnic acid sem raw data, collagen 2 postive control group, collagen 2 usnic acid group isolation, collagen 2 usnac acid nanocristal groups, collagen 2 ibuprofen group, mmp-13 positive control group, mmp-13 usnic acid group isolation, mmp-13 usnic acid nanocristal, mmp-13 ibuprofen group, DLS repeat 1, DLS repeat 2, DLS repeat 3
DOI: 10.6084/m9.figshare.20325276.v1
title: DATA F1000 (1).doc

description: Raw data from Usnic acid ftir spectrum, usnic acid wave number spectrum data, poloxamer 188 ftir spectrum, poloxamer 188 wave number spectrum data, usnic acid-p0loxamer 188 nanocrystal ftir spectrum, nanocrystal wave number spectrum data, usnic acid thermogram, poloxamer 188 thermogram, usnic acid-poloxamer 188 nanocristal thermogram, raw data immunohistochemistry mmp-13 (positive control, group 1, 2, and 3), raw data immunohistochemical collagen type 2 (positive control, group 1, 2, and 3), data dissolution, percentage data on immunohistochemical assessment of mmp-13 and type 2 collagen in cartilage tissue, raw data sem nanocrystal usnic acid-poloxamer 188, pure usnic acid sem raw data, collagen 2 postive control group, collagen 2 usnic acid group isolation, collagen 2 usnac acid nanocristal groups, collagen 2 ibuprofen group, mmp-13 positive control group, mmp-13 usnic acid group isolation, mmp-13 usnic acid nanocristal, mmp-13 ibuprofen group, DLS repeat 1, DLS repeat 2, DLS repeat 3
DOI: 10.25919/3mqp-0c17
title: Parkes pulsar observations with undefined project IDs for 2022APRS_09

description: Parkes pulsar observations with undefined project IDs for 2022APRS. This collection contains observations from project ID PX085.
DOI: 10.15151/esrf-es-836898907
title: Inhouse research

description: Foldase or chaperone role of ciclophyllin A in the interaction with TDP-43. SAXS studies of lipid/DNA lipoplexes.
DOI: 10.15151/esrf-es-753369957
title: Development of a large volume press assembly using a piezoelectric crystal for in situ and real-time measurement of stress during deformatio

description: Measuring in situ and real-time stress of samples in high-pressure and -temperature multi-anvil press deformation experiments has traditionally required a synchrotron for x-ray diffraction. However, by utilizing a piezoelectric crystal disk, such as quartz or GaPO4, in the deformation column within the assembly, it is possible to measure this stress in situ and real-time with typical laboratory equipment without requiring x-ray diffraction. This assembly has been designed and multiple experiments have already been done in the laboratory confirming the potential piezoelectric crystals. By using x-ray diffraction results as the control and comparing with piezoelectric measurements, the technique can be proven viable. Having an assembly able to measure in situ stresses during deformation experiments with multi-anvil presses in any laboratory without requiring a synchrotron will open many avenues of research into deformation of samples at high pressures and temperatures.
DOI: 10.15151/esrf-es-866764553
title: In situ investigation of solid electrolyte-lithium interface for all-solid state Li-ion batteries development

description: In the search for the next generation of high energy density Li-ion batteries, solid electrolytes (SE) are a valid alternative to the current liquid electrolytes. However, their utilization is hindered by the interfacial resistance increase when the SE and the metallic lithium come in contact. In order to investigate this layer, we propose to monitor its formation in situ, by performing wide angle X-ray scattering measurements (WAXS) combined with pair distribution function analysis (PDF).
DOI: 10.34740/kaggle/dsv/3952159
title: Contrastive Language Image Pretraining by openai
DOI: 10.6084/m9.figshare.20281998.v1
title: Seurat RData

description: Here, we utilized Microwell-seq to analyze more than 250,000 single cells covering major zebrafish cell types and constructed a systematic zebrafish cell landscape. We revealed single-cell compositions for 18 zebrafish tissue types covering both embryo and adult stages.
DOI: 10.21227/ysqw-t246
title: Packaging strip line S parameters

description: 1110612_PKGstrip_10cm_100pH_2xthru.s2p  -- The S parameters of the 2x-thru standard, solved by Ansys Q2D+Designer.1110612_PKGstrip_20cm_100pH_FDUT.s2p  -- The S parameters of the fixtured DUT, solved by Q2D+Designer.1110612_PKGstrip_10cm_DUT.s2p  --  The S parameters of DUT (without fixture), solved by Q2D.The DUT is 10cm strip line. The fixture contains a 100pH series inductor and 5cm strip line.Fixture A and fixture B are symmetric.
DOI: 10.6084/m9.figshare.17712155
title: Knowledge and perceptions of rural and urban communities towards small protected areas: insights from Ghana / DATA

description: Data are basis of the original research focused on knowledge and perceptions of local communities on functions of adjacent protected areas in the West Africa (Ghana). Data are basis of the paper published by Ecosphere.
DOI: 10.34740/kaggle/dsv/3952315
title: WallStreetBets 2022
DOI: 10.6084/m9.figshare.20325309
title: S2.xlsx

description: Final dataset (NM) with additional information
DOI: 10.6084/m9.figshare.20325309.v1
title: S2.xlsx

description: Final dataset (NM) with additional information
DOI: 10.6084/m9.figshare.20325312
title: S1.xlsx

description: Combined dataset with 287 experiments
DOI: 10.6084/m9.figshare.20325312.v1
title: S1.xlsx

description: Combined dataset with 287 experiments
DOI: 10.6084/m9.figshare.20325318
title: S3.xlsx

description: Calculated effect sizes NM dataset
DOI: 10.6084/m9.figshare.20325318.v1
title: S3.xlsx

description: Calculated effect sizes NM dataset
DOI: 10.6084/m9.figshare.20325315.v1
title: S4.xlsx

description: Dataset NM 26 papers with titles abstracts journals and authors
DOI: 10.6084/m9.figshare.20325315
title: S4.xlsx

description: Dataset NM 26 papers with titles abstracts journals and authors
DOI: 10.5281/zenodo.6640823
title: Suggestions for changes to the IHC key concepts 2018 - 2022

description: Suggestions for improvements to the 2018 and 2019 versions of the Informed Health Choices Key Concepts and responses.
DOI: 10.21227/09t9-j191
title: Simultaneous acquisition of sEMG and EEG for four hand motions

description: This dataset contains the simutaneously acquired sEMG and EEG signals when 8 subjects performing hand motions.
DOI: 10.5281/zenodo.6785962
title: Supplementary Information for "G-type Halohydrin Dehalogenases Catalyze Ring Opening Reactions of Cyclic Epoxides with Diverse Anionic Nucleophiles"

description: This is the external Supplementary Information for our publication "G-type Halohydrin Dehalogenases Catalyze Ring Opening Reactions of Cyclic Epoxides with Diverse Anionic Nucleophiles". The .zip files contain the raw NMR data for all compounds as well as the protein structural data described in the manuscript.