cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.26066/rds.23202
title: Flood hazard layers for return period 2yrs, 5yrs, 10yrs, 20 yrs, 50yrs, 100yrs, 500yrs

description: Flood hazard layer for different return period.
DOI: 10.26066/rds.23207
title: Inundation layers for return period 2yrs, 5yrs, 10yrs, 20 yrs, 50yrs, 100yrs, 500yrs

description: Inundation layer for different return period.
DOI: 10.26066/rds.23210
title: Houses point data representing individual houses within East Rapti Watershed

description: Points representing individual houses as an exposure elements while doing flood risk analysis.
DOI: 10.26066/rds.23238
title: VDC level indicators for hazard, vulnerability and risk due to flood in Nepal

description: Hazard, vulnerability and risk due to flood are calculated at Village Development Committee (VDC) level of Nepal. Hazard index has been calculated as an arithmetic sum of  flood frequency, height above nearest drainage (HAND), river density and forest density. Vulnerability index is the function of population as an Exposure, Sensitivity (sex ratio, dependency ratio and child women ratio) and Resilience (road density, population in abroad, literacy, transport facility, etc). Then risk is the sum of hazard and vulnerability index.
DOI: 10.5281/zenodo.2603255
title: Top Quark Tagging Reference Dataset

description: A set of MC simulated training/testing events for the evaluation of top quark tagging architectures.

In total 1.2M training events, 400k validation events and 400k test events. Use “train” for training, “val” for validation during the training and “test” for final testing and reporting results.

<strong>Description</strong>


	
	14 TeV, hadronic tops for signal, qcd diets background, Delphes ATLAS detector card with Pythia8
	
	
	No MPI/pile-up included
	
	
	Clustering of  particle-flow entries (produced by Delphes E-flow) into anti-kT 0.8 jets in the pT range [550,650] GeV
	
	
	All top jets are matched to a parton-level top within ∆R = 0.8, and to all top decay partons within 0.8
	
	
	Jets are required to have |eta| &lt; 2
	
	
	The leading 200 jet constituent four-momenta are stored, with zero-padding for jets with fewer than 200
	
	
	Constituents are sorted by pT, with the highest pT one first
	
	
	The truth top four-momentum is stored as truth_px etc.
	
	
	A flag (1 for top, 0 for QCD) is kept for each jet. It is called is_signal_new
	
	
	The variable "ttv" (= test/train/validation) is kept for each jet. It indicates to which dataset the jet belongs. It is redundant as the different sets are already distributed as different files.
description: {"references": ["Butter, Anja; Kasieczka, Gregor; Plehn, Tilman and Russell, Michael (2017). Based on data from 10.21468/SciPostPhys.5.3.028 (1707.08966)", "Kasieczka, Gregor et al (2019). Dataset used for arXiv:1902.09914 (The Machine Learning Landscape of Top Taggers)"]}
DOI: 10.26066/rds.23011
title: Forest cover of Bandarban, Bangladesh for 2014

description: The past few decades have seen high levels of deforestation and forest degradation in the Hindu Kush Himalayan (HKH) region. In this context, under SERVIR Himalaya programme, ICIMOD has developed forest cover monitoring system to identify forest change hotspot areas which need critical forest management attention in four pilot areas. This forest cover data of Bandarban, Bangladesh for 2014 has been developed using LandSat 8 data in a semi-automated manner as part of the forest cover monitoring system.
DOI: 10.26066/rds.23012
title: Forest loss of Bandarban, Bangladesh between 2010  and 2013

description: The past few decades have seen high levels of deforestation and forest degradation in the Hindu Kush Himalayan (HKH) region. In this context, under SERVIR Himalaya programme, ICIMOD has developed forest cover monitoring system to identify forest change hotspot areas which need critical forest management attention in four pilot areas. This forest loss data of Bandarban, Bangladesh between 2010 and 2013 has been developed using LandSat 8 data in a semi-automated manner as part of the forest cover monitoring system.
DOI: 10.26066/rds.23016
title: Forest loss of Paro, Bhutan between 2013  and 2014

description: The past few decades have seen high levels of deforestation and forest degradation in the Hindu Kush Himalayan (HKH) region. In this context, under SERVIR Himalaya programme, ICIMOD has developed forest cover monitoring system to identify forest change hotspot areas which need critical forest management attention in four pilot areas. This forest cover data of Paro, Bhutan between 2013  and 2014 has been developed using LandSat 8 data in a semi-automated manner as part of the forest cover monitoring system.
DOI: 10.26066/rds.23290
title: Land cover data of 2009 for Kayerkhola watershed, Chitwan District, Nepal

description: At the watershed level, land cover data was prepared using object image classification technique. GeoEye-1 images captured 2nd November, 2009 was used.
DOI: 10.26066/rds.26037
title: Annual mean precipitation of 2010 in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of annual mean precipitation of 2010 on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26038
title: Annual mean temperature of 2010 in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of annual mean temperature of 2010 on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26039
title: Precipitation of driest month of 2010 in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of precipitation of driest month of 2010 on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26041
title: Precipitation of summer season of 2010 in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of precipitation of summer season of 2010 on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26042
title: Precipitation of wettest month of 2010 in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of precipitation of wettest month of 2010 on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26040
title: Precipitation of monsoon season of 2010 in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of precipitation of monsoon season of 2010 on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26043
title: Precipitation of winter season of 2010 in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of precipitation of winter season of 2010 on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26044
title: Temperature of coldest month of 2010 in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of temperature of coldest month of 2010 on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26045
title: Temperature of monsoon season of 2010 in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of temperature of monsoon season of 2010 on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26046
title: Temperature of summer season of 2010 in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of temperature of summer season of 2010 on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26047
title: Temperature of warmest month of 2010 in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of temperature of warmest month of 2010 on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26048
title: Temperature of winter season of 2010 in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of temperature of winter season of 2010 on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26049
title: Bioclimatic variables of 2010 in Chitwan Annapurna Landscape (CHAL)

description: This layer is a group of variables which give information about the impacts of climate of 2010 on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26050
title: Annual mean precipitation of 2050 in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of annual mean precipitation of 2050 on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26051
title: Annual mean temperature of 2050 in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of annual mean temperature of 2050 on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26052
title: Precipitation of driest month of 2050 in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of precipitation of driest month of 2050 on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26053
title: Precipitation of monsoon season of 2050 in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of precipitation of monsoon season of 2050 on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26054
title: Precipitation of summer season of 2050 in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of precipitation of summer season of 2050 on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26055
title: Precipitation of wettest month of 2050 in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of precipitation of wettest month of 2050 on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26056
title: Precipitation of winter season of 2050 in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of precipitation of winter season of 2050 on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26057
title: Temperature of coldest month of 2050 in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of temperature of coldest month of 2050 on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26058
title: Temperature of monsoon season of 2050 in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of temperature of monsoon season of 2050 on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26059
title: Temperature of summer season of 2050 in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of temperature of summer season of 2050 on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26060
title: Temperature of warmest month of 2050 in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of temperature of warmest month of 2050 on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26061
title: Temperature of winter season of 2050 in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of temperature of winter season of 2050 on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26062
title: Bioclimatic variables of 2050 in Chitwan Annapurna Landscape (CHAL)

description: This layer is a group of variables which give information about the impacts of climate of 2050 on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26063
title: Exposure sensitivity of forest ecosystems in Chitwan Annapurna Landscape (CHAL)

description: Exposure layer gives information about the impacts of exposure on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26064
title: Impacts of albedo change on forest ecosystems in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of albedo change on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26065
title: Impacts of biomass on forest ecosystems in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of biomass on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26066
title: Impacts of Gross Primary Production(GPP) change on forest ecosystems in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of GPP change on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26067
title: Impacts of Leaf Area Index(LAI) change on forest ecosystems in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of LAI change on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26068
title: Impacts of Land Surface Temperature(LST) change on forest ecosystems in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of LST change on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26069
title: Impacts of Net Primary Production(NPP) change on forest ecosystems in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of NPP change on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26071
title: Impacts of species distribution on forest ecosystems in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of species distribution on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26072
title: Impacts of tree density on forest ecosystems in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of tree density on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26073
title: Forest vulnerability of forest ecosystems in Chitwan Annapurna Landscape (CHAL)

description: Forest Vulnerability layer gives information about the forest vulnerability of forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26074
title: Human dependence on forest ecosystems in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the human dependence on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26075
title: Impacts of decadal summer season albedo on forest ecosystems in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of decadal summer season albedo on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26076
title: Impacts of decadal rainy season albedo on forest ecosystems in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of decadal rainy season albedo on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26077
title: Impacts of decadal winter season albedo on forest ecosystems in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of decadal winter season albedo on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26078
title: Impacts of albedo on forest ecosystems in Chitwan Annapurna Landscape (CHAL)

description: Albedo Mean 2003 - 2013 layer gives information about the impacts of albedo on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26079
title: Impacts of albedo on forest ecosystems in Chitwan Annapurna Landscape (CHAL)

description: Albedo layer gives information about the impacts of albedo on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26080
title: Impacts of decadal summer season evapotranspiration on forest ecosystems in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of decadal summer season evapotranspiration on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26081
title: Impacts of decadal rainy season evapotranspiration on forest ecosystems in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of decadal rainy season evapotranspiration on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26082
title: Impacts of decadal winter season evapotranspiration on forest ecosystems in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of decadal winter season evapotranspiration on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26083
title: Impacts of evapotranspiration on forest ecosystems in Chitwan Annapurna Landscape (CHAL)

description: Evapotranspiration Mean 2003-2013 layer gives information about the impacts of evapotranspiration on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26084
title: Impacts of evapotranspiration on forest ecosystems in Chitwan Annapurna Landscape (CHAL)

description: Evapotranspiration layer gives information about the impacts of evapotranspiration on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26085
title: Impacts of decadal summer season forest fire on forest ecosystems in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of decadal summer season forest fire on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26086
title: Impacts of decadal rainy season forest fire on forest ecosystems in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of decadal rainy season forest fire on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26087
title: Impacts of decadal winter season forest fire on forest ecosystems in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of decadal winter season forest fire on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26088
title: Impacts of forest fire on forest ecosystems in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of forest fire on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26090
title: Impacts of decadal summer season gross primary product on forest ecosystems in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of decadal summer season gross primary product on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26091
title: Impacts of decadal rainy season gross primary product on forest ecosystems in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of decadal rainy season gross primary product on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26092
title: Impacts of decadal winter season gross primary product on forest ecosystems in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of decadal winter season gross primary product on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26093
title: Impacts of gross primary product on forest ecosystems in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of gross primary product on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26094
title: Impacts of gross primary product on forest ecosystems in Chitwan Annapurna Landscape (CHAL)

description: Gross Primary Product layer gives information about the impacts of gross primary product on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26096
title: Impacts of decadal rainy season land surface temperature on forest ecosystems in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of decadal rainy season land surface temperature on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26095
title: Impacts of decadal summer season land surface temperature on forest ecosystems in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of decadal summer season land surface temperature on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26097
title: Impacts of decadal winter season land surface temperature on forest ecosystems in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of decadal winter season land surface temperature on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26098
title: Impacts of mean land surface temperature on forest ecosystems in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of mean land surface temperature on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26099
title: Impacts of land surface temperature on forest ecosystems in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of land surface temperature on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26100
title: Impacts of decadal summer season Leaf Area Index on forest ecosystems in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of decadal summer season Leaf Area Index on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26101
title: Impacts of decadal rainy season Leaf Area Index on forest ecosystems in Chitwan Annapurna Landscape (CHAL)

description: This layer gives information about the impacts of decadal rainy season Leaf Area Index on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.26066/rds.26104
title: Impacts of Leaf Area Index on forest ecosystems in Chitwan Annapurna Landscape (CHAL)

description: Leaf Area Index layer gives information about the impacts of Leaf Area Index on forest ecosystems in Chitwan Annapurna Landscape.
DOI: 10.18112/openneuro.ds001814.v1.0.1
title: eNeuro Aversion-Reward Conflict fMRI Analysis
DOI: 10.26066/rds.19590
title: Land cover of Nepal 2000

description: Land cover and its change analysis across the Hindu Kush Himalayan (HKH) region is realized as an urgent need to support diverse issues of environmental conservation. This study presents the first and most complete national land cover database of Nepal prepared using public domain Landsat TM data of 2000 and replicable methodology. The study estimated that 41.64% of Nepal is covered by forests and 27.77% by agriculture. Physiographic regions wise forest fragmentation analysis revealed specific conservation requirements for productive hill and mid mountain regions. Comparative analysis with Landsat TM based global land cover product showed difference of the order of 30-60% among different land cover classes stressing the need for significant improvements for national level adoption. The online web based land cover validation tool is developed for continual improvement of land cover product. The potential use of the data set for national and regional level sustainable land use planning strategies and meeting several global commitments also highlighted.
DOI: 10.26066/rds.22989
title: Forest cover of Bandarban, Bangladesh for 2013

description: The past few decades have seen high levels of deforestation and forest degradation in the Hindu Kush Himalayan (HKH) region. In this context, under SERVIR Himalaya programme, ICIMOD has developed forest cover monitoring system to identify forest change hotspot areas which need critical forest management attention in four pilot areas. This forest cover data of Bandarban, Bangladesh for 2013 has been developed using LandSat 8 data in a semi-automated manner as part of the forest cover monitoring system.