cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5066/p9c064co
title: Interferometric Synthetic Aperture Radar (IFSAR) Alaska

description: The U.S. Geological Survey (USGS) National Geospatial Program (NGP) developed the Alaska Mapping Initiative (AMI) to collaborate with State and other Federal partners in Alaska to acquire 3-dimensional elevation data to improve statewide topographic mapping products. AMI coordinates Federal activities through the Alaska Mapping Executive Committee (AMEC) and State efforts through Alaskas Statewide Digital Mapping Initiative (SDMI) to ensure a unified approach for consistent data acquisition and enhancement of elevation data products. AMI attained interferometric synthetic aperture radar (IFSAR) data to generate Digital Elevation Models (DEMs). This radar mapping technology is an effective tool for collecting data under challenging circumstances such as cloud cover, extreme weather conditions, rugged terrain, and remote locations. Airborne IFSAR data were flown over southcentral Alaska in summer 2010 and over northwestern Alaska in 2012. Additional areas may become available as projects are inspected for quality and released for dissemination. A coverage map in EarthExplorer indicates the extent of distributable data. IFSAR Alaska Products Elevation products generated from IFSAR data include Digital Surface Model (DSM) and Digital Terrain Model (DTM) data. DSMs provide elevation values of landscape features on the earths surface. This topographic product contains the height of the highest surface on the ground including vegetation, manmade structures, and bare earth. DTMs provide elevation values of the underlying terrain of the earths surface. This topographic product reflects the height of bare earth where the elevations of vegetation and manmade features have been removed. The USGS Earth Resources Observation and Science (EROS) Center distributes IFSAR Alaska products in Georeferenced Tagged Image File Format (GeoTIFF). The pixel values for the grayscale images represent elevation numbers.
DOI: 10.5066/p9r8d9ud
title: Enhanced Terrain Imagery of the Neversink River Watershed from Lidar-Derived Elevation Models at 1-Meter Resolution

description: This imagery dataset consists of 1-meter resolution, lidar-derived imagery of the Neversink Basin area in New York and covers part of the Delaware River Basin. The footprint of this dataset covers USGS Hydrologic Unit Code (HUC) areas HUC 12-020401040301, HUC 12-020401040302, and part of HUC 12-020401040303. The source data used to construct this imagery consists of 1-meter and 2-meter resolution Lidar-derived digital elevation models (DEMs). The lidar source data were compiled from different acquisitions published between 2009 and 2015 from New York state. The data were processed using geographic information systems (GIS) software. The data is projected in North America Datum (NAD) UTM Zone 18 North. This representation illustrates the terrain as a hillshade with contrast adjusted to highlight local relief according to a topographic position index (TPI) calculation.
DOI: 10.5066/p9wfobqi
title: USGS National Hydrography Dataset Plus High Resolution National Release 1 FileGDB

description: The National Hydrography Dataset Plus (NHDPlus HR) High Resolution is an integrated set of geospatial data layers, including the National Hydrography Dataset (NHD), National Watershed Boundary Dataset (WBD), and 3D Elevation Program Digital Elevation Model (3DEP DEM). The NHDPlus HR combines the NHD, 3DEP DEMs, and WBD to a data suite that includes the NHD stream network with linear referencing functionality, the WBD hydrologic units, elevation-derived catchment areas for each stream segment, &amp;amp;amp;amp;quot;value added attributes&amp;amp;amp;amp;quot; (VAAs), and other features that enhance hydrologic data analysis and routing.
DOI: 10.5067/1u1h8bgw6gdm
title: SMAPVEX16 Manitoba Probe-Based In Situ Soil Moisture Data, Version 1
DOI: 10.5067/asb0eqo2lyjv
title: SMAP/Sentinel-1 L2 Radiometer/Radar 30-Second Scene 3 km EASE-Grid Soil Moisture, Version 3
DOI: 10.5067/cp6mnq7i7zrc
title: SMAPVEX16 Iowa Temporary Network Soil Moisture and Temperature, Version 1
DOI: 10.5067/evkpqz4afc4d
title: SMAP L4 Global 3-hourly 9 km EASE-Grid Surface and Root Zone Soil Moisture Geophysical Data, Version 7
DOI: 10.5067/gmmwkuucyyir
title: SMAPVEX16 Manitoba Station Soil Moisture Data, Version 1
DOI: 10.5067/klicltz8em9d
title: MERRA-2 tavg1_2d_aer_Nx: 2d,1-Hourly,Time-averaged,Single-Level,Assimilation,Aerosol Diagnostics V5.12.4
DOI: 10.5067/lot311ezhh8s
title: SMAP Enhanced L2 Radiometer Half-Orbit 9 km EASE-Grid Soil Moisture, Version 5
DOI: 10.5067/p3zus77fw7jl
title: SMAPVEX16 Iowa Permanent Soil Moisture Network, Version 1
DOI: 10.5067/qtds3zgqnm95
title: SMAPVEX15 Probe-Based In Situ Soil Moisture Data, Version 1
DOI: 10.5067/quzd7oeevrfz
title: SMAPVEX16 Iowa Manual ThetaProbe Soil Moisture, Version 1
DOI: 10.5067/terra+aqua/ceres/syn1deg-1hour_l3.004a
title: CERES Level 3 SYN1deg-1Hour Terra-Aqua-MODIS HDF4 file - Edition 4A
DOI: 10.5067/wm5fxv7wpq6f
title: SMAPVEX16 Manitoba PALS Brightness Temperature and Soil Moisture Data, Version 1
DOI: 10.5281/zenodo.11367014
title: Relationship between Condensed Water Content and Liquid-Ice Mixing Homogeneity in Mixed-Phase Stratiform Clouds: Dataset
DOI: 10.5281/zenodo.13337026
title: A Graph Neural Network Based Workflow for Real-time Lightning Location with Continuous Waveforms

description: The dataset for "A Graph Neural Network Based Workflow for Real-time Lightning Location with Continuous Waveforms" can be divided into training and validation sets at any desired ratio.

 

The code has been published on GitHub: Lightning_Detection_Location or DOI 10.5281/zenodo.13350849
DOI: 10.5281/zenodo.13805265
title: Figure data for article "Fluctuation-induced Bistability of Fermionic Atoms Coupled to a Dissipative Cavity"

description: The files contain the data depicted in the figures of the article "Fluctuation-induced Bistability of Fermionic Atoms Coupled to a Dissipative Cavity", arXiv:2409.16035 (2024)

The format of the data and to which figure it corresponds is described in the file "read_me_metadata.txt".
DOI: 10.5281/zenodo.13899311
title: Types of refractive errors in a sample of Iraqi children with Intermittent exotropia
DOI: 10.5281/zenodo.13997859
title: Pathogen-induced alterations in fine-scale movement behaviour predict impaired reproductive success

description: This R-Project contains the following code files (in folder R):

01_movement_data_cleaning: Code to clean the raw ATLAS tracking data

02_nestbox_data_cleaning: Code to clean nest box control sheets

03_pathogen_data_cleaning: Code to clean the laboratory results for blood parasites PCRs

04_ctmm_models: Code to prepare data, applying continuous time movement models (incl. model selection) on movement data. Moreover, track reconstruction is performed

05_Neural_Network: Code to perform Neural Networks for classification of behavioural states

06_behavioural classification_analyses: Code to analyse Neural Network output

07_HSF: Code for Habitat Selection Functions (HSF)

08_ISSF: : Code for integrated Step Selection Functions (iSSF)

09_breeding_success_HSF: Multivariate model to perform on HSF estimates

10_breeding_success_ISSF: Multivariate model to perform on iSSF estimates

This repository contains the following data files (in folder data-raw) :

Nestboxes_2021: Nest box monitoring sheets 2021

Nestboxes_2022: Nest box monitoring sheets 2022

Nestboxes_2023: Nest box monitoring sheets 2023

Starlings_ring: Starling ringing data

pathogen_data: Blood parasite infection data
DOI: 10.5281/zenodo.14542662
title: Excel data of the 54 participants (26 patients and 28 controls) included in the pilot case-control study titled "Assessment of sub-maximal aerobic capacity in North African patients with chronic hepatitis B"
DOI: 10.5281/zenodo.14712939
title: Effects of different emission inventories on tropospheric ozone and methane lifetime, results of EMIS-02 simulation

description: This dataset contains the results from simulation EMIS-02 described in the manuscript "Effects of different emission inventories on tropospheric ozone andmethane lifetime" by Catherine Acquah, Laura Stecher, Mariano Mertens, and Patrick Jöckel, submitted to ACP(D), January 2025.
DOI: 10.5281/zenodo.15042121
title: Data for "Extended analysis of distillation and purification of squeezed states of light"

description: The dataset Squeezing_distillation_figure_3_data.dat contains data which were used to create Figure 3 in the paper Extended analysis of distillation and purification of squeezed states of light. The data file consists of four columns which contain the following variables: V_Y, Psucc, T, α^2. The MATLAB code that was used to generate the data is also provided.
DOI: 10.5281/zenodo.15107383
title: CHN-CH4: A Gridded (0.1°×0.1°) Anthropogenic Methane Emission Inventory of China from 1990 to 2020

description: Methane is a powerful greenhouse gas, possessing a warming potential that is 28 times greater than that of carbon dioxide over a 100-year period. China, as the largest emitter of methane globally, contributes an estimated 15.65% of global emissions, primarily driven by activities such as coal mining, agricultural practices, and livestock production. Using satellite products and national statistical databases, we present a spatially aggregated 0.1°×0.1° anthropogenic methane emission inventory for mainland China, termed by CHN-CH4, with the unit of Mg CH4 per km2 per year. This inventory allows for the evaluation of trends from 1990-2020, categorized by eight major source sectors: 1) rice cultivation, 2) livestock, 3) biomass and biofuel burning, 4) coal exploitation, 5) oil and natural gas (NG) systems, 6) fossil fuel consumption, 7) landfills, and 8) wastewater. We incorporated recent proxy data, preferably long-term remote sensing data to ensure maximum comparability.
DOI: 10.5281/zenodo.15118326
title: Data and Code for "Approximate inverse measurement channel for shallow shadows"

description: Classical shadows are a versatile tool to probe many-body quantum systems, consisting of a combination of randomised measurements and classical post-processing computations. In a recently introduced version of the protocol, the randomization step is performed via unitary circuits of variable depth t, defining the so-called shallow shadows. For sufficiently large t, this approach allows one to get around the use of non-local unitaries to probe global properties such as the fidelity with respect to a target state or the purity. Still, shallow shadows involve the inversion of a many-body map, the measurement channel, which requires non-trivial computations in the post-processing step, thus limiting its applicability when the number of qubits N is large. In this work, we put forward a simple approximate post-processing scheme where the infinite-depth inverse channel is applied to the finite-depth classical shadows and study its performance for fidelity and purity estimation. The scheme allows for different circuit connectivity, as we illustrate for geometrically local circuits in one and two spatial dimensions and geometrically non-local circuits made of two-qubit gates. For the fidelity, we find that the resulting estimator coincides with a known linear cross-entropy, achieving an arbitrary small approximation error δ at depth t=O(log(N/δ))(independent of the circuit connectivity). For the purity, we show that the estimator becomes accurate at a depth O(N). In addition, at those depths, the variances of both the fidelity and purity estimators display the same scaling with N as in the case of global random unitaries. We establish these bounds by analytic arguments and extensive numerical computations in several cases of interest. Our work extends the applicability of shallow shadows to large system sizes and general circuit connectivity.
DOI: 10.5281/zenodo.5802047
title: Lista de Mamíferos do Brasil

description: A Lista de Mamíferos do Brasil é organizada e atualizada periodicamente pelo Comitê de Taxonomia da Sociedade Brasileira de Mastozoologia (CT-SBMz), fundado em junho de 2020 (https://www.sbmz.org/mamiferos-do-brasil/). Compõem a Lista de Mamíferos do Brasil espécies formalmente descritas e com registros confirmados no território nacional, através de espécimes testemunhos depositados em coleções científicas ou com registros de ocorrência documentados e publicados na literatura científica. <strong>Critérios para inclusão de espécies na lista da SBMz:</strong> Sempre que possível, o CT-SBMz se dedicará ao papel de compilação, apenas listando as espécies de mamíferos reconhecidas como válidas de acordo com os arranjos taxonômicos mais recentes envolvendo o táxon. Porém, quando estiverem disponíveis publicações recentes que apresentem posicionamentos conflitantes sobre a validade de determinado táxon, adotaremos a resolução sugerida pelos trabalhos de cunho taxonômico baseados em evidências geradas a partir de análises de dados, em detrimento de resoluções que não se baseiem em análises de dados ou que não apresentem tais dados. Em casos de estudos atuais com análises de dados e que apresentem resoluções conflitantes, adotaremos a resolução corroborada por linhas independentes de evidência (e.g. caracteres morfológicos, cariótipos e sequências de DNA), em detrimento de resoluções baseadas em menos linhas de evidência (e.g. dados exclusivamente morfológicos ou exclusivamente moleculares). Nos casos de conflitos, apresentaremos as hipóteses alternativas e a justificativa para a adoção de uma ou outra hipótese taxonômica por parte do Comitê. Estas justificativas serão fornecidas juntamente com a lista (em uma aba separada da planilha) na forma de notas taxonômicas. <strong>Versões:</strong> v2020-1 (publicada em Agosto de 2020): 755 espécies de mamíferos reconhecidas para o Brasil. v2020-2 (publicada em Novembro de 2020): 759 espécies de mamíferos reconhecidas para o Brasil. v2021-1 (publicada em Abril de 2021): 762 espécies de mamíferos reconhecidas para o Brasil. v2021-2 (publicada em Dezembro de 2021): 770 espécies de mamíferos reconhecidas para o Brasil. <strong>Conteúdo do arquivo disponibilizado:</strong> Disponibilizamos um arquivo em formato .xlsx incluindo cinco abas. O conteúdo das abas está organizado da seguinte forma: Aba 1 [LISTA] – Lista detalhada das espécies nativas de mamíferos ocorrentes no Brasil. Aba 2 [COMENTARIOS] – Comentários taxonômicos para alguns táxons conforme indicado na Aba 1. Aba 3 [MUDANÇAS] – Alterações (inclusão, exclusão, transferência para registros duvidosos) realizadas na lista após a primeira publicação da mesma em agosto de 2020. Aba 4 [DUVIDOSOS] – Registros e ocorrências duvidosas de mamíferos nativos no Brasil. Aba 5 [EXOTICOS] – Lista de mamíferos exóticos ocorrentes no Brasil.
DOI: 10.5281/zenodo.6558498
title: NevzorvData_ECCC

description: Nevzorov data were collected by ECCC from the NRC Convair-580 research aircraft during seven field campaigns from 1994 to 2004.
description: This is a raw Nezororov data set passed data quality control. For calculations of LWC and IWC, the corrections on the residual effect of ice on the LWC sensor and the correction on the collection efficiency of ice by the TWC sensor should be applied.
DOI: 10.5439/1027369
title: mwrret1liljclou

description: ARM Instrument: MWR Retrievals
DOI: 10.5439/1181954
title: ceil

description: ARM Instrument: Ceilometer
DOI: 10.5439/1393437
title: KAZRARSCL-c0-All-inclusive data stream

description: The KAZR-ARSCL VAP provides cloud boundaries and best-estimate time-height fields of radar moments. The VAP merges corrected, but uncalibrated, KAZR moments from all active radar modes with cloud base and cloud mask observations from the micropulse lidar (MPL), cloud base from the ceilometer, as well information from soundings, rain gauge, and microwave radiometer instruments to produce two data streams, one with best-estimate cloud base and cloud layer boundaries, and another which also includes best-estimate time-height fields of radar moments. This DOI is for the data stream that contains all variables produced by the VAP. Please note that reflectivity in this level c0 product is uncalibrated.
DOI: 10.5439/1508389
title: Cloud Mask from Micropulse Lidar

description: Lidar backscattered signal is a useful tool for identifying vertical cloud structure in the atmosphere in optically thin clouds. Cloud boundaries derived from lidar signals are a necessary input for popular ARM data products, such as the Active Remote Sensing of Clouds (ARSCL) product. An operational cloud boundary algorithm has been implemented for use with the ARM Micropulse Lidar (MPL) systems. In addition to retrieving cloud boundaries above 500 m, the value-added product (VAP) named Micropulse Lidar Cloud Mask (MPLCMASK) applies lidar-specific corrections (i.e., afterpulse, background, deadtime, and overlap)
DOI: 10.5445/ir/1000159497
title: Dataset for the Segmentation of Industrial Burner Flames

description: The published dataset contains images and masks related to the research article with the title "Segmentation of Industrial Burner Flames: A Comparative Study from Traditional Image Processing to Machine and Machine and Deep Learning". The original dataset, which our version of the dataset is based on, can be found here: https://zenodo.org/record/4453599
DOI: 10.6073/pasta/361b52d76ed0b9a7f706aec0ca01909b
title: Lake Mendota Multiparameter Sonde Profiles: 2017 - current

description: Intermittent sensor profiling at the deep hole of Lake Mendota began in 2017 with a YSI EXO2 multiparameter sonde. Parameters include water temperature, pH, specific conductivity, dissolved oxygen, chlorophyll, phycocyanin, turbidity, and fDOM. Profiles are nominally 0 - 20 meters in depth in one meter increments, although the depth range and increments vary.
DOI: 10.6084/m9.figshare.28246457
title: Supplementary Material for: Prevalence and endoscopic features of colorectal non-polypoid lesions: a single-center retrospective study from a large cohort of FIT-positive screening patients in Northern Italy

description: Introduction. Colorectal non-polypoid lesions (NPLs) are flat, hard-to-detect and mainly right-sided lesions. We aimed to assess the prevalence and endoscopic features of NPLs lesions in a large cohort of screening patients in Northern Italy.
Methods. FIT-positive subjects between 50 and 69 years old who had undergone at least a screening colonoscopy from March 2005 to December 2017 at the Endoscopy Unit of Ferrara were included. We selected only non-diminutive (&gt;5 mm) and neoplastic polyps (i.e.: adenomas, serrated adenomas and carcinomas). Patients’ demographics and polyps’ endoscopic-histopathological data were collected. Categorical variables were compared using the Pearson’s χ2 test and Fisher’s Exact Test, while odd Ratios and confidence intervals were estimated with univariate analysis.
Results. 6,676 FIT-positive subjects underwent 7,616 colonoscopies during the study period. Total lesions were 3,231, of which 133 were NPLs and among these 123 were neoplastic. Prevalence of NPLs among total lesions was 4.1% while prevalence of neoplastic NPLs among total neoplastic lesions was 4.6%. Prevalence of NPLs and neoplastic NPLs among total colonoscopies was 1.7% and 1.6%, respectively. Neoplastic NPLs were more frequent between 60 and 64 years old (p=0.03) and associated with other colonic polyps in subjects older than 60 years (p=0.016). Cancerized NPLs were more likely in younger patients (50-59 years old, p=0.04).
Conclusions. Prevalence of NPLs is low among screening population, but NPLs are frequently associated with other colonic polyps in patients older than 60 years and carry a higher risk of cancer in patients younger than 60 years old.
DOI: 10.6084/m9.figshare.28739981
title: Supplementary Material for: Factors relating to Tumor size and survival in patients with hepatocellular carcinoma: significance of PLR, PVT and albumin.

description: Background and Objectives: Maximum tumor diameter (MTD) is one of the key aggressiveness features of hepatocellular carcinoma (HCC). However, the clinical associations and causes of large size HCC are not well understood. The aims is to compare small and large MTD (≤/&gt; 6cm) HCCs with respect to clinical associations. Materials and Methods: MTD ≤/&gt; 6cm HCCs were compared by clinical characteristics and analyzed through logistical regression models, as well as Cox proportional hazard models for death, on clinical parameters. Results: Patients with larger HCCs had more portal vein thrombosis (PVT) and tumor multifocality, higher AST, ALKP and GGT levels and lower albumin levels. A logistic regression model of MTD (≤/&gt; 6cm) showed the highest risk for PVT and platelet-lymphocyte ratio (PLR) &gt;150, while albumin and female gender were protective. Combination male gender, PLR &gt;150 plus PVT had an odds ratio of 12.124. In Cox proportional hazard models, the highest hazard ratio for death was for PVT, and only albumin was significantly protective. PVT plus low albumin had a hazard ratio of 4.254. Conclusions PVT, albumin, PLR and gender were significant for ≤/&gt; 6cm MTD. PVT and albumin were significant for survival.
DOI: 10.6084/m9.figshare.28748687
title: Supplementary Material for: Clinical Response to Cat Allergen in a Mobile Compared to a Fixed Naturalistic Exposure Chamber™

description: Introduction: The Red Maple Trials Naturalistic Exposure Chamber™ (NEC™) is a fixed, live-cat exposure chamber wherein allergen shed from two resident cats is aerosolized using a modified robot vacuum. The EnviroMini™ is a portable allergen exposure tent, in which allergen (Fel d 1, primarily) from milled cat hair is aerosolized in a similar manner. This is a single-centre validation study designed to compare the allergic response to cat antigen provocation in the EnviroMini to the response in the previously validated NEC. 

Methods: Eight cat allergic subjects were randomized to undergo sequential 2-hour allergen challenges in the EnviroMini and the NEC, 28 or more days apart. A modified robot vacuum aerosolized cat allergen in both chambers. Airborne Fel d 1 was measured using ELISA. Nasal, ocular and chest symptoms were recorded every 10 minutes and spirometry every 20 minutes. Challenges were stopped and not repeated if FEV1 fell &gt;20% of baseline during the exposure.

Results: Fifteen subjects completed at least one challenge and eight completed both (“per-protocol”). Mean Total Nasal Symptom Score (TNSS) averaged over the last 30 minutes (“plateau”) was not significantly different between the EnviroMini and NEC (paired t-test, p=0.16; mean (SE) 6.1 (1.2) and 4.5 (0.6), EnviroMini and NEC, respectively). There was no difference in FEV1 change between the two challenges (p= 0.90). The same results were found for all subjects as for the per-protocol group. TNSS plateau was not correlated with Fel d 1 exposure, and there was no difference in average Fel d 1 concentrations between the chambers (EnviroMini: 55; NEC: 54 ng/m3).

Conclusion: The EnviroMini offers comparable cat-allergen exposure and nasal and respiratory responses to the NEC. Its portability facilitates expansion to multi-site chamber studies for clinical validation of allergy therapies. Future work could expand its capabilities to other aeroallergens.