cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5066/p13gmpa7
title: CMIP6-LOCA2 spatial summaries of Bureau of Land Management administrative units from 1950-2100 for the Contiguous United States

description: Three different CMIP6-LOCA2 based climate projection data sets are spatially averaged for the contiguous United States using Bureau of Land Management administrative units to provide time series for analysis. The primary data set is the statistically downscaled CMIP6-LOCA2 (Localized Constructed Analogs, v20220519 version, Pierce et al. 2023), which includes temperature and precipitation projections from the Climate Model Intercomparison Program Phase 6 (CMIP6) for 27 models under the ssp245, ssp370, and ssp585 scenarios. The “unsplit Livneh” (Pierce et al., 2021) is used as the training data set for LOCA2, where park unit spatial summaries are also included here for convenience. The second data set analyzes the daily LOCA2 to produce 36 annual and 4 monthly threshold and extreme event metrics (CMIP6-LOCA2 Thresholds). Many of the threshold exceedance variables stem from the Climdex project (https://www.climdex.org), which predominately uses metric units. Additional English-based thresholds are included to support Department of the Interior research. The third data set is from a monthly water-balance model that used LOCA2 projections to simulate the hydrological cycle of runoff, snow, soil moisture, and evapotranspiration (CMIP6-LOCA2 MWBM). Users interested in 6 km grids should refer to the home pages of each of the respective sources. Each of these three data sets are spatially averaged using Bureau of Land Management administrative unit boundaries, being Field Offices (FO), District Offices (DO), and State Offices (SO) which are included herein as GeoPackages. The NetCDF time series files herein can be linked to the GeoPackage geometries using the “ADM_UNIT_CD”, “PARENT_CD”, and “ADMIN_ST” fields in the respective files. The “feature_area” variable can be used to create weighted averages for multiple geometries, such creating a weighted regional average from the enclosing Field Offices.

The 27 included CMIP6 GCMs are: ACCESS-CM2, ACCESS-ESM1-5, AWI-CM-1-1-MR, BCC-CSM2-MR, CESM2-LENS, CNRM-CM6-1, CNRM-CM6-1-HR, CNRM-ESM2-1, CanESM5, EC-Earth3, EC-Earth3-Veg, FGOALS-g3, GFDL-CM4, GFDL-ESM4, HadGEM3-GC31-LL, HadGEM3-GC31-MM, INM-CM4-8, INM-CM5-0, IPSL-CM6A-LR, KACE-1-0-G, MIROC6, MPI-ESM1-2-HR, MPI-ESM1-2-LR, MRI-ESM2-0, NorESM2-LM, NorESM2-MM, TaiESM1
DOI: 10.21227/p5st-z607
title: Hardware-Efficient and Precision-Aware FP16 Approximate Multipliers: A Probabilistic Approach

description: Floating-point (FP) multiplication is a crucial operation in many modern computing applications, but its high computational cost and energy consumption pose challenges for resource-constrained systems. Half-Precision Floating-point or FP16 format is a preferred choice in applications such as deep learning, signal processing, and real-time embedded systems, where energy efficiency and performance optimization are critical. FP16 is also widely supported in modern hardware, including specialized tensor processing units, general-purpose GPUs, and AI accelerators, making it a popular choice for high-performance and energy-efficient computing. This paper presents approximate FP16 multiplier designs that introduce approximation in the mantissa multiplication to further achieve significant reductions in hardware complexity, power consumption, and latency, compared to the conventional IEEE 754-compliant FP16 multipliers, while still maintaining acceptable accuracy for error-tolerant applications. In this work, six approximate FP16 multipliers are proposed, that are categorized based on the level of the approximation introduced in mantissa multiplication, achieved through the employment of statistically analyzed and designed approximate compressors. These approximate multiplier designs achieve area-power-delay-product (APDP) improvements ranging from 17.20% to 55.94% compared to the exact multiplier. To evaluate their performance and efficiency, all six designs were employed in applications including Image Restoration using Deconvolution, Convolutional Neural Networks (CNNs), and a mu-law encoding scheme. They demonstrated exceptional performance, making them excellent candidates for hardware-efficient signal processing and computer vision applications.
DOI: 10.15468/dl.pj8ru8
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hypnodontopsis mexicana (Thér.) H.Rob."
 ]
}

 The dataset includes 16 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000629-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28566257
title: Supplementary Material for: Clinical response to Enfortumab Vedotin and Pembrolizumab in a patient with Vaginal Squamous Cell Carcinoma, A Case Report

description: Vaginal cancer is a rare yet aggressive cancer, with unmet need for novel therapeutics. In this case report, we present a patient with advanced stage, HPV-positive vaginal cancer who demonstrated clinical, radiologic, and molecular response to combination treatment of antibody drug conjugate Enfortumab Vedotin (EV) with Pembrolizumab. The patient had positive Nectin-4 staining on evaluation, raising the possibility for future clinical application of EV in vaginal squamous cell cancer.
DOI: 10.6084/m9.figshare.28566257.v1
title: Supplementary Material for: Clinical response to Enfortumab Vedotin and Pembrolizumab in a patient with Vaginal Squamous Cell Carcinoma, A Case Report

description: Vaginal cancer is a rare yet aggressive cancer, with unmet need for novel therapeutics. In this case report, we present a patient with advanced stage, HPV-positive vaginal cancer who demonstrated clinical, radiologic, and molecular response to combination treatment of antibody drug conjugate Enfortumab Vedotin (EV) with Pembrolizumab. The patient had positive Nectin-4 staining on evaluation, raising the possibility for future clinical application of EV in vaginal squamous cell cancer.
DOI: 10.15468/dl.6zrv9n
title: Occurrence Download

description: A dataset containing 12043 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mocyta fungi (Gravenhorst, 1806)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12043 records from 213 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000630-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc1n0r2h
title: CCDC 1520056: Experimental Crystal Structure Determination

description: Related Article: Shao Yun Hao, Xue Gang Ma, Guang Hua Cui|2017|Ultrason.Sonochem.|37|414|doi:10.1016/j.ultsonch.2017.01.027
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.cc1n0r3j
title: CCDC 1520057: Experimental Crystal Structure Determination

description: Related Article: Shao Yun Hao, Xue Gang Ma, Guang Hua Cui|2017|Ultrason.Sonochem.|37|414|doi:10.1016/j.ultsonch.2017.01.027
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.cc1n0rq4
title: CCDC 1520076: Experimental Crystal Structure Determination

description: Related Article: Liher Prieto, Eduardo Sanchez-Diez, Uxue Uria, Efraim Reyes, Luisa Carrillo, Jose L. Vicario|2017|Adv.Synth.Catal.|359|1678|doi:10.1002/adsc.201700198
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.cc1n0rr5
title: CCDC 1520077: Experimental Crystal Structure Determination

description: Related Article: Liher Prieto, Eduardo Sanchez-Diez, Uxue Uria, Efraim Reyes, Luisa Carrillo, Jose L. Vicario|2017|Adv.Synth.Catal.|359|1678|doi:10.1002/adsc.201700198
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.cc1n0rs6
title: CCDC 1520078: Experimental Crystal Structure Determination

description: Related Article: Peter Franzmann, Sebastian B. Beil, Peter M. Winterscheid, Dieter Schollmeyer, Siegfried R. Waldvogel|2017|Synlett|28|957|doi:10.1055/s-0036-1588140
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.cc1n0rt7
title: CCDC 1520079: Experimental Crystal Structure Determination

description: Related Article: Peter Franzmann, Sebastian B. Beil, Peter M. Winterscheid, Dieter Schollmeyer, Siegfried R. Waldvogel|2017|Synlett|28|957|doi:10.1055/s-0036-1588140
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.cc1n0rv8
title: CCDC 1520080: Experimental Crystal Structure Determination

description: Related Article: Peter Franzmann, Sebastian B. Beil, Peter M. Winterscheid, Dieter Schollmeyer, Siegfried R. Waldvogel|2017|Synlett|28|957|doi:10.1055/s-0036-1588140
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.cc1n0rw9
title: CCDC 1520081: Experimental Crystal Structure Determination

description: Related Article: Peter Franzmann, Sebastian B. Beil, Peter M. Winterscheid, Dieter Schollmeyer, Siegfried R. Waldvogel|2017|Synlett|28|957|doi:10.1055/s-0036-1588140
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.cc1n0rxb
title: CCDC 1520082: Experimental Crystal Structure Determination

description: Related Article: Peter Franzmann, Sebastian B. Beil, Peter M. Winterscheid, Dieter Schollmeyer, Siegfried R. Waldvogel|2017|Synlett|28|957|doi:10.1055/s-0036-1588140
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.cc1lk94l
title: CCDC 1476379: Experimental Crystal Structure Determination

description: Related Article: Takuma Itai, Nobuto Yoshinari, Tatsuhiro Kojima, Takumi Konno|2017|Cryst.Growth Des.|17|949|doi:10.1021/acs.cgd.6b01715
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.cc1n0s6n
title: CCDC 1520091: Experimental Crystal Structure Determination

description: Related Article: Maria-Gabriela Alexandru, Diana Visinescu, Sergiu Shova, Marius Andruh, Francesc Lloret, Miguel Julve|2017|Inorg.Chem.|56|2258|doi:10.1021/acs.inorgchem.6b02966
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.cc1n0s7p
title: CCDC 1520092: Experimental Crystal Structure Determination

description: Related Article: Maria-Gabriela Alexandru, Diana Visinescu, Sergiu Shova, Marius Andruh, Francesc Lloret, Miguel Julve|2017|Inorg.Chem.|56|2258|doi:10.1021/acs.inorgchem.6b02966
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.cc1lk96n
title: CCDC 1476381: Experimental Crystal Structure Determination

description: Related Article: Takuma Itai, Nobuto Yoshinari, Tatsuhiro Kojima, Takumi Konno|2017|Cryst.Growth Des.|17|949|doi:10.1021/acs.cgd.6b01715
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.cc1n0s8q
title: CCDC 1520093: Experimental Crystal Structure Determination

description: Related Article: Gemma Packer, Julien Malassis, Neil Wells, Mark Light, Bruno Linclau|2017|Tetrahedron:Asymm.|28|539|doi:10.1016/j.tetasy.2017.03.003
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.cc1lk95m
title: CCDC 1476380: Experimental Crystal Structure Determination

description: Related Article: Takuma Itai, Nobuto Yoshinari, Tatsuhiro Kojima, Takumi Konno|2017|Cryst.Growth Des.|17|949|doi:10.1021/acs.cgd.6b01715
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.cc1lk97p
title: CCDC 1476382: Experimental Crystal Structure Determination

description: Related Article: Takuma Itai, Nobuto Yoshinari, Tatsuhiro Kojima, Takumi Konno|2017|Cryst.Growth Des.|17|949|doi:10.1021/acs.cgd.6b01715
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.cc1n0sfw
title: CCDC 1520098: Experimental Crystal Structure Determination

description: Related Article: Christian Marquardt, Oliver Hegen, Tobias Kahoun, Manfred Scheer|2017|Chem.-Eur.J.|23|4397|doi:10.1002/chem.201605625
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.cc1n0sgx
title: CCDC 1520099: Experimental Crystal Structure Determination

description: Related Article: Christian Marquardt, Oliver Hegen, Tobias Kahoun, Manfred Scheer|2017|Chem.-Eur.J.|23|4397|doi:10.1002/chem.201605625
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.cc1n0shy
title: CCDC 1520100: Experimental Crystal Structure Determination

description: Related Article: Christian Marquardt, Oliver Hegen, Tobias Kahoun, Manfred Scheer|2017|Chem.-Eur.J.|23|4397|doi:10.1002/chem.201605625
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.cc1n0sdv
title: CCDC 1520097: Experimental Crystal Structure Determination

description: Related Article: Manjunatha Kamble Narayana Rao, Subramanya Hegde, Susmita Kamila|2016|Beilstein J.Org.Chem.|12|2893|doi:10.3762/bjoc.12.288
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.cc1n0sjz
title: CCDC 1520101: Experimental Crystal Structure Determination

description: Related Article: Christian Marquardt, Oliver Hegen, Tobias Kahoun, Manfred Scheer|2017|Chem.-Eur.J.|23|4397|doi:10.1002/chem.201605625
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.cc1n0sk0
title: CCDC 1520102: Experimental Crystal Structure Determination

description: Related Article: Christian Marquardt, Oliver Hegen, Tobias Kahoun, Manfred Scheer|2017|Chem.-Eur.J.|23|4397|doi:10.1002/chem.201605625
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.cc1n0sl1
title: CCDC 1520103: Experimental Crystal Structure Determination

description: Related Article: Christian Marquardt, Oliver Hegen, Tobias Kahoun, Manfred Scheer|2017|Chem.-Eur.J.|23|4397|doi:10.1002/chem.201605625
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.cc1n0sm2
title: CCDC 1520104: Experimental Crystal Structure Determination

description: Related Article: Christian Marquardt, Oliver Hegen, Tobias Kahoun, Manfred Scheer|2017|Chem.-Eur.J.|23|4397|doi:10.1002/chem.201605625
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.cc1n0sn3
title: CCDC 1520105: Experimental Crystal Structure Determination

description: Related Article: Christian Marquardt, Oliver Hegen, Tobias Kahoun, Manfred Scheer|2017|Chem.-Eur.J.|23|4397|doi:10.1002/chem.201605625
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.cc1n0sp4
title: CCDC 1520106: Experimental Crystal Structure Determination

description: Related Article: Christian Marquardt, Oliver Hegen, Tobias Kahoun, Manfred Scheer|2017|Chem.-Eur.J.|23|4397|doi:10.1002/chem.201605625
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.cc1mhhk5
title: CCDC 1504447: Experimental Crystal Structure Determination

description: Related Article: Jessica Hilbert, Wolfgang Bensch, Christian Näther|2016|Curr.Inorg.Chem.|6|181|doi:10.2174/1877944107666170103102506
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.