cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.6780020
title: METASHIFT: A DATASET OF DATASETS FOR EVALUATING CONTEXTUAL DISTRIBUTION SHIFTS

description: Understanding the performance of machine learning models across diverse data distributions is critically important for reliable applications. Motivated by this, there is a growing focus on curating benchmark datasets that capture distribution shifts. In this work, we present MetaShift—a collection of 12,868 sets of natural images across 410 classes—to address this challenge. We leverage the natural heterogeneity of Visual Genome and its annotations to construct MetaShift. The key construction idea is to cluster images using its metadata, which provides context for each image (e.g. cats with cars or cats in bathroom) that represent distinct data distributions. MetaShift has two important benefits: first, it contains orders of magnitude more natural data shifts than previously available. Second, it provides explicit explanations of what is unique about each of its data sets and a distance score that measures the amount of distribution shift between any two of its data sets. Importantly, to support evaluating ImageNet trained models on MetaShift, we match MetaShift with ImageNet hierarchy. The matched version covers 867 out of 1,000 classes in ImageNet-1k. Each class in the ImageNet-matched Metashift contains 2301.6 images on average, and 19.3 subsets capturing images in different contexts. We also propose a method to construct tasks on the matched version, giving an example to construct 19,024 binary classification tasks on it.
DOI: 10.34740/kaggle/dsv/3912408
title: BBC News
DOI: 10.6084/m9.figshare.20250309
title: PGF2022

description: <br> These data were generated to investigate soil respiration and microbial response of Eucalyptus plantations with different plant management and diversity. Soil respiration was measured by a Li-cor 8100 automated soil flux system (LI-COR Inc., Lincoln, NE, USA); Microbial analysis of soil samples was measured by the Majorbio Inc.
DOI: 10.6084/m9.figshare.20250309.v1
title: PGF2022

description: <br> These data were generated to investigate soil respiration and microbial response of Eucalyptus plantations with different plant management and diversity. Soil respiration was measured by a Li-cor 8100 automated soil flux system (LI-COR Inc., Lincoln, NE, USA); Microbial analysis of soil samples was measured by the Majorbio Inc.
DOI: 10.17041/1874981
title: Tides on South Mill Apartment Complex

description: This dataset includes data from the building management system for a large multi-family rental property located in Tempe, Arizona. The name of this rental property is “Tides on South Mill” and it is owned by the FCP which is a real-estate investment company based in Maryland with a large portfolio of rental properties that spreads out throughout the U.S. FCP’s portfolio includes large multi-family housing and commercial buildings. The property is split into four quadrants. Each quadrant has roughly 130 apartments. The total floor area of each Quadrant is about 94,000 sq. ft. The campus of Solara spreads over 27 acres. The mechanical system consists of a 2-pipe system that runs chilled or hot water thru individual Fan Coil Units depending upon the season. The gas-fired boiler will supply hot water when seasonal change-over will take place. This dataset spans October to December 2021 and includes time-series measurements corresponding electricity meter data (Cooling Tower Fan, Pumps, Chillers,) with 1-minute resolution, chilled water temperature data and outside air data with 5-minute resolution etc. as CSV files. In addition to the measurements, a metadata .json file, and a .pdf dataset description file are also included.
DOI: 10.21948/1874985
title: Labeled Clearsky Period Data Set

description: Time series data set containing labeled clearsky periods.
DOI: 10.6084/m9.figshare.20180825.v1
title: Sea Surface Salinity Forecast in the Tropical Pacific Ocean during ENSO Events

description: <strong>1. Sea surface salinity training dataset </strong> Source: European Space Agency Area: 100~180°W, 11°S~11°N (Eastern Tropical Pacific Ocean ) Period: 2010~2014 Quantity: 1748 samples File Format: NPY Spatial resolution: 50 km (112*312 grids) Note:The training dataset are rescaled from [30.8, 36.9] to [−1, 1] pss. <strong>2. Sea surface salinity test dataset</strong> Source: European Space Agency Period: 2015, 03, 02~2019,12,31, daily Quantity: 1762 samples Note: The test dataset maintains the original data range to validate the DNN forecast results File Format: NPY <strong>3. DNN forecast dataset</strong> Source: forecast by DNN model Period: 2015, 03, 02~2019,12,31, daily Quantity: 1762 samples File Format: NPY
DOI: 10.6084/m9.figshare.20250297.v1
title: RasGRP2 is an emerging reliable biomarker in the immune microenvironment of LUAD based on bioinformatic and experimental analysis.

description: This link contains all raw data, including public database matrix, raw images, raw data, etc. <br>
DOI: 10.6084/m9.figshare.20250297
title: RasGRP2 is an emerging reliable biomarker in the immune microenvironment of LUAD based on bioinformatic and experimental analysis.

description: This link contains all raw data, including public database matrix, raw images, raw data, etc. <br>
DOI: 10.5066/p9bqqzlq
title: Airborne magnetic survey over northeast North Dakota, 2000-2001

description: This data release is a re-release of an airborne geophysical survey carried out for the United States Geological Survey (USGS) by Spectra Exploration Geoscience Corp., from November 2000 to February 2001. The purpose of this survey was to acquire high-resolution, high-sensitivity aeromagnetic data over an area in northeast and north-central North Dakota and assess the area for anomalies and magnetic features pertaining to the local geology. To achieve this purpose, the survey area was systematically traversed by an aircraft carrying geophysical instruments along parallel flight lines (traverses) spaced 0.25 miles (400 meters) apart in an east-west alignment. Tie lines were flown normal to the traverses spaced at 5 miles (8000 meters). [...]
DOI: 10.6084/m9.figshare.19522255.v19
title: Data scientist search behaviour

description: The repo contains artifacts of survey study and interviews with data scientists on understanding their search behaviour in online resources.
DOI: 10.6084/m9.figshare.19522255.v20
title: Data scientist search behaviour

description: The repo contains artifacts of survey study and interviews with data scientists on understanding their search behaviour in online resources.
DOI: 10.6084/m9.figshare.20250402
title: Excitation of Saturnian ECH waves within remote plasma injections: Cassini Observations

description: The date can be used to reproduce results in our papers. <br>
DOI: 10.5517/ccdc.csd.cc2920br
title: CCDC 2117093: Experimental Crystal Structure Determination

description: Related Article: Emma Regincós Martí, Angelos B. Canaj, Tanu Sharma, Anna Celmina, Claire Wilson, Gopalan Rajaraman, Mark Murrie|2022|Inorg.Chem.|61|9906|doi:10.1021/acs.inorgchem.2c00556
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.cc2920dt
title: CCDC 2117095: Experimental Crystal Structure Determination

description: Related Article: Emma Regincós Martí, Angelos B. Canaj, Tanu Sharma, Anna Celmina, Claire Wilson, Gopalan Rajaraman, Mark Murrie|2022|Inorg.Chem.|61|9906|doi:10.1021/acs.inorgchem.2c00556
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.cc2920fv
title: CCDC 2117096: Experimental Crystal Structure Determination

description: Related Article: Emma Regincós Martí, Angelos B. Canaj, Tanu Sharma, Anna Celmina, Claire Wilson, Gopalan Rajaraman, Mark Murrie|2022|Inorg.Chem.|61|9906|doi:10.1021/acs.inorgchem.2c00556
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.cc2920gw
title: CCDC 2117097: Experimental Crystal Structure Determination

description: Related Article: Emma Regincós Martí, Angelos B. Canaj, Tanu Sharma, Anna Celmina, Claire Wilson, Gopalan Rajaraman, Mark Murrie|2022|Inorg.Chem.|61|9906|doi:10.1021/acs.inorgchem.2c00556
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.cc2920jy
title: CCDC 2117099: Experimental Crystal Structure Determination

description: Related Article: Emma Regincós Martí, Angelos B. Canaj, Tanu Sharma, Anna Celmina, Claire Wilson, Gopalan Rajaraman, Mark Murrie|2022|Inorg.Chem.|61|9906|doi:10.1021/acs.inorgchem.2c00556
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.cc2920kz
title: CCDC 2117100: Experimental Crystal Structure Determination

description: Related Article: Emma Regincós Martí, Angelos B. Canaj, Tanu Sharma, Anna Celmina, Claire Wilson, Gopalan Rajaraman, Mark Murrie|2022|Inorg.Chem.|61|9906|doi:10.1021/acs.inorgchem.2c00556
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.cc2920l0
title: CCDC 2117101: Experimental Crystal Structure Determination

description: Related Article: Emma Regincós Martí, Angelos B. Canaj, Tanu Sharma, Anna Celmina, Claire Wilson, Gopalan Rajaraman, Mark Murrie|2022|Inorg.Chem.|61|9906|doi:10.1021/acs.inorgchem.2c00556
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.cc295ncj
title: CCDC 2120597: Experimental Crystal Structure Determination

description: Related Article: Yûki Murakami, Kazuki Hisano, Hiroshi Nishino|2022|J.Org.Chem.|87|8782|doi:10.1021/acs.joc.2c00647
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.cc295nqw
title: CCDC 2120608: Experimental Crystal Structure Determination

description: Related Article: Yûki Murakami, Kazuki Hisano, Hiroshi Nishino|2022|J.Org.Chem.|87|8782|doi:10.1021/acs.joc.2c00647
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.cc299wm4
title: CCDC 2124666: Experimental Crystal Structure Determination

description: Related Article: Hiroyuki Hattori, Yohei Ogiwara, Norio Sakai|2022|Organometallics|41|1509|doi:10.1021/acs.organomet.2c00165
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.cc29fztk
title: CCDC 2128609: Experimental Crystal Structure Determination

description: Related Article: Antony P. Y. Chan, Martin Jakoobi, Chenxu Wang, Robert T. O’Neill, Gülsevim S. S. Aydin, Nathan Halcovitch, Roman Boulatov, Alexey G. Sergeev|2022|J.Am.Chem.Soc.|144|11564|doi:10.1021/jacs.2c04621
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.cc29xdpb
title: CCDC 2142462: Experimental Crystal Structure Determination

description: Related Article: Xinmou Wang, Xiwei Xun, Hongjian Song, Yuxiu Liu, Qingmin Wang|2022|Org.Lett.|24|4580|doi:10.1021/acs.orglett.2c01674
description: Related Article: wang xinmou|2022|CSD Communication|||
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.cc2bbyxk
title: CCDC 2155489: Experimental Crystal Structure Determination

description: Related Article: Shasha Jin, Rana Sanii, Bai-Qiao Song, Michael J. Zaworotko|2022|Cryst.Growth Des.|22|4582|doi:10.1021/acs.cgd.2c00471
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.cc2bl6w1
title: CCDC 2162463: Experimental Crystal Structure Determination

description: Related Article: Cheng-Ting Shih, Bo-Hong Kuo, Chun-Yi Tsai, Mei-Chun Tseng, Jiun-Jie Shie|2022|Org.Lett.|24|4694|doi:10.1021/acs.orglett.2c01970
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.cc2bmkcx
title: CCDC 2163749: Experimental Crystal Structure Determination

description: Related Article: Victor M. Chernyshev, Oleg V. Khazipov, Maksim A. Shevchenko, Dmitry V. Pasyukov, Julia V. Burykina, Mikhail E. Minyaev, Dmitry B. Eremin, Valentine P. Ananikov|2022|Organometallics|41|1519|doi:10.1021/acs.organomet.2c00166
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.cc2bmkdy
title: CCDC 2163750: Experimental Crystal Structure Determination

description: Related Article: Victor M. Chernyshev, Oleg V. Khazipov, Maksim A. Shevchenko, Dmitry V. Pasyukov, Julia V. Burykina, Mikhail E. Minyaev, Dmitry B. Eremin, Valentine P. Ananikov|2022|Organometallics|41|1519|doi:10.1021/acs.organomet.2c00166
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: 10.6084/m9.figshare.20250469
title: Additional file 2 of Establishment of a male fertility prediction model with sperm RNA markers in pigs as a translational animal model

description: Additional file 2: Table S4. All fertility-related diseases and cell processes related with markers.
DOI: 10.6084/m9.figshare.20250469.v1
title: Additional file 2 of Establishment of a male fertility prediction model with sperm RNA markers in pigs as a translational animal model

description: Additional file 2: Table S4. All fertility-related diseases and cell processes related with markers.
DOI: 10.6084/m9.figshare.20250450
title: Additional file 1 of Identification of functional pathways and molecular signatures in neuroendocrine neoplasms by multi-omics analysis

description: Additional file 1: Table S1. Sample information.
DOI: 10.6084/m9.figshare.20250450.v1
title: Additional file 1 of Identification of functional pathways and molecular signatures in neuroendocrine neoplasms by multi-omics analysis

description: Additional file 1: Table S1. Sample information.
DOI: 10.6084/m9.figshare.20250453
title: Additional file 2 of Identification of functional pathways and molecular signatures in neuroendocrine neoplasms by multi-omics analysis

description: Additional file 2: Table S2. TSO500 all variants.
DOI: 10.6084/m9.figshare.20250453.v1
title: Additional file 2 of Identification of functional pathways and molecular signatures in neuroendocrine neoplasms by multi-omics analysis

description: Additional file 2: Table S2. TSO500 all variants.
DOI: 10.6084/m9.figshare.20250462
title: Additional file 5 of Identification of functional pathways and molecular signatures in neuroendocrine neoplasms by multi-omics analysis

description: Additional file 5: Table S4. SmallRNA normalized counts.
DOI: 10.6084/m9.figshare.20250459
title: Additional file 4 of Identification of functional pathways and molecular signatures in neuroendocrine neoplasms by multi-omics analysis

description: Additional file 4: Table S3. RNA_Seq all counts.
DOI: 10.6084/m9.figshare.20250459.v1
title: Additional file 4 of Identification of functional pathways and molecular signatures in neuroendocrine neoplasms by multi-omics analysis

description: Additional file 4: Table S3. RNA_Seq all counts.
DOI: 10.6084/m9.figshare.20250462.v1
title: Additional file 5 of Identification of functional pathways and molecular signatures in neuroendocrine neoplasms by multi-omics analysis

description: Additional file 5: Table S4. SmallRNA normalized counts.
DOI: 10.6084/m9.figshare.20250465
title: Additional file 6 of Identification of functional pathways and molecular signatures in neuroendocrine neoplasms by multi-omics analysis

description: Additional file 6: Table S5. Targets of common miRNAs.
DOI: 10.6084/m9.figshare.20250465.v1
title: Additional file 6 of Identification of functional pathways and molecular signatures in neuroendocrine neoplasms by multi-omics analysis

description: Additional file 6: Table S5. Targets of common miRNAs.
DOI: 10.6084/m9.figshare.20250471
title: Additional file 8 of Identification of functional pathways and molecular signatures in neuroendocrine neoplasms by multi-omics analysis

description: Additional file 8: Table S6. Targets of miRNAs selected for validation.
DOI: 10.6084/m9.figshare.20250471.v1
title: Additional file 8 of Identification of functional pathways and molecular signatures in neuroendocrine neoplasms by multi-omics analysis

description: Additional file 8: Table S6. Targets of miRNAs selected for validation.
DOI: 10.6084/m9.figshare.20250475
title: Additional file 2 of Distinctive gut microbiomes of ankylosing spondylitis and inflammatory bowel disease patients suggest differing roles in pathogenesis and correlate with disease activity

description: Additional file 2: Supplementary Table 1. Indicator species for AS, IBS and AS-IBD patients within the Australia cohort. Indicator species for the most relevant sampling sites (stool and terminal ileum). Supplementary Table 2. Indicator species in the stools of AS patients across different geographic regions (Australia, Sweden and Italy). Supplementary Table 3. Indicator species associated with BASDAI in Australia AS patients. Samples were collected from multiple sites (stool, terminal ileum, right colon and rectum) and repeated sampling was controlled for. Supplementary Table 4. Indicator species associated with FCP in Australia AS and IBD patients. Samples were collected from multiple sites (stool, terminal ileum, right colon and rectum) and repeated sampling was controlled for.
DOI: 10.6084/m9.figshare.20250475.v1
title: Additional file 2 of Distinctive gut microbiomes of ankylosing spondylitis and inflammatory bowel disease patients suggest differing roles in pathogenesis and correlate with disease activity

description: Additional file 2: Supplementary Table 1. Indicator species for AS, IBS and AS-IBD patients within the Australia cohort. Indicator species for the most relevant sampling sites (stool and terminal ileum). Supplementary Table 2. Indicator species in the stools of AS patients across different geographic regions (Australia, Sweden and Italy). Supplementary Table 3. Indicator species associated with BASDAI in Australia AS patients. Samples were collected from multiple sites (stool, terminal ileum, right colon and rectum) and repeated sampling was controlled for. Supplementary Table 4. Indicator species associated with FCP in Australia AS and IBD patients. Samples were collected from multiple sites (stool, terminal ileum, right colon and rectum) and repeated sampling was controlled for.
DOI: 10.6084/m9.figshare.20250499
title: Additional file 10 of Hik28-dependent and Hik28-independent ABC transporters were revealed by proteome-wide analysis of ΔHik28 under combined stress

description: Additional file 10.
DOI: 10.6084/m9.figshare.20250499.v1
title: Additional file 10 of Hik28-dependent and Hik28-independent ABC transporters were revealed by proteome-wide analysis of ΔHik28 under combined stress

description: Additional file 10.
DOI: 10.6084/m9.figshare.20250529
title: Additional file 6 of Hik28-dependent and Hik28-independent ABC transporters were revealed by proteome-wide analysis of ΔHik28 under combined stress

description: Additional file 6.
DOI: 10.6084/m9.figshare.20250532
title: Additional file 7 of Hik28-dependent and Hik28-independent ABC transporters were revealed by proteome-wide analysis of ΔHik28 under combined stress

description: Additional file 7.
DOI: 10.6084/m9.figshare.20250535
title: Additional file 8 of Hik28-dependent and Hik28-independent ABC transporters were revealed by proteome-wide analysis of ΔHik28 under combined stress

description: Additional file 8.