cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccdc.csd.cc26pqh4
title: CCDC 2046666: Experimental Crystal Structure Determination

description: Related Article: Peipei Jiang, Tingting Zhao, Jian Rong, Bangshao Yin, Yutao Rao, Mingbo Zhou, Ling Xu, Jianxin Song|2021|Chin.Chem.Lett.|32|2562|doi:10.1016/j.cclet.2021.02.022
DOI: 10.5281/zenodo.5515109
title: Single-molecule junction spontaneously restored by DNA zipper

description: Date set for "Single-molecule junction spontaneously restored by DNA zipper" published in Nature Commun, DOI : 10.1038/s41467-021-25943-3.
DOI: 10.5281/zenodo.5515108
title: Single-molecule junction spontaneously restored by DNA zipper

description: Date set for "Single-molecule junction spontaneously restored by DNA zipper" published in Nature Commun, DOI : 10.1038/s41467-021-25943-3.
DOI: 10.5517/ccdc.csd.cc277d96
title: CCDC 2062687: Experimental Crystal Structure Determination

description: Related Article: Srinivas Anga|2021|CSD Communication|||
description: Related Article: Abhinanda Kundu, Shubhadeep Chandra, Debdeep Mandal, Nicolás I. Neuman, Alok Mahata, Srinivas Anga, Hemant Rawat, Sudip Pal, Carola Schulzke, Biprajit Sarkar, Vadapalli Chandrasekhar, Anukul Jana|2021|J.Org.Chem.|86|12683|doi:10.1021/acs.joc.1c01201
DOI: 10.5517/ccdc.csd.cc277db7
title: CCDC 2062688: Experimental Crystal Structure Determination

description: Related Article: Abhinanda Kundu, Shubhadeep Chandra, Debdeep Mandal, Nicolás I. Neuman, Alok Mahata, Srinivas Anga, Hemant Rawat, Sudip Pal, Carola Schulzke, Biprajit Sarkar, Vadapalli Chandrasekhar, Anukul Jana|2021|J.Org.Chem.|86|12683|doi:10.1021/acs.joc.1c01201
DOI: 10.5517/ccdc.csd.cc277dc8
title: CCDC 2062689: Experimental Crystal Structure Determination

description: Related Article: Abhinanda Kundu, Shubhadeep Chandra, Debdeep Mandal, Nicolás I. Neuman, Alok Mahata, Srinivas Anga, Hemant Rawat, Sudip Pal, Carola Schulzke, Biprajit Sarkar, Vadapalli Chandrasekhar, Anukul Jana|2021|J.Org.Chem.|86|12683|doi:10.1021/acs.joc.1c01201
DOI: 10.5517/ccdc.csd.cc277dd9
title: CCDC 2062690: Experimental Crystal Structure Determination

description: Related Article: Abhinanda Kundu, Shubhadeep Chandra, Debdeep Mandal, Nicolás I. Neuman, Alok Mahata, Srinivas Anga, Hemant Rawat, Sudip Pal, Carola Schulzke, Biprajit Sarkar, Vadapalli Chandrasekhar, Anukul Jana|2021|J.Org.Chem.|86|12683|doi:10.1021/acs.joc.1c01201
DOI: 10.5517/ccdc.csd.cc277dfb
title: CCDC 2062691: Experimental Crystal Structure Determination

description: Related Article: Abhinanda Kundu, Shubhadeep Chandra, Debdeep Mandal, Nicolás I. Neuman, Alok Mahata, Srinivas Anga, Hemant Rawat, Sudip Pal, Carola Schulzke, Biprajit Sarkar, Vadapalli Chandrasekhar, Anukul Jana|2021|J.Org.Chem.|86|12683|doi:10.1021/acs.joc.1c01201
DOI: 10.5517/ccdc.csd.cc277dhd
title: CCDC 2062693: Experimental Crystal Structure Determination

description: Related Article: Abhinanda Kundu, Shubhadeep Chandra, Debdeep Mandal, Nicolás I. Neuman, Alok Mahata, Srinivas Anga, Hemant Rawat, Sudip Pal, Carola Schulzke, Biprajit Sarkar, Vadapalli Chandrasekhar, Anukul Jana|2021|J.Org.Chem.|86|12683|doi:10.1021/acs.joc.1c01201
DOI: 10.5517/ccdc.csd.cc277djf
title: CCDC 2062694: Experimental Crystal Structure Determination

description: Related Article: Abhinanda Kundu, Shubhadeep Chandra, Debdeep Mandal, Nicolás I. Neuman, Alok Mahata, Srinivas Anga, Hemant Rawat, Sudip Pal, Carola Schulzke, Biprajit Sarkar, Vadapalli Chandrasekhar, Anukul Jana|2021|J.Org.Chem.|86|12683|doi:10.1021/acs.joc.1c01201
DOI: 10.5517/ccdc.csd.cc277dlh
title: CCDC 2062696: Experimental Crystal Structure Determination

description: Related Article: Abhinanda Kundu, Shubhadeep Chandra, Debdeep Mandal, Nicolás I. Neuman, Alok Mahata, Srinivas Anga, Hemant Rawat, Sudip Pal, Carola Schulzke, Biprajit Sarkar, Vadapalli Chandrasekhar, Anukul Jana|2021|J.Org.Chem.|86|12683|doi:10.1021/acs.joc.1c01201
DOI: 10.5517/ccdc.csd.cc277dmj
title: CCDC 2062697: Experimental Crystal Structure Determination

description: Related Article: Abhinanda Kundu, Shubhadeep Chandra, Debdeep Mandal, Nicolás I. Neuman, Alok Mahata, Srinivas Anga, Hemant Rawat, Sudip Pal, Carola Schulzke, Biprajit Sarkar, Vadapalli Chandrasekhar, Anukul Jana|2021|J.Org.Chem.|86|12683|doi:10.1021/acs.joc.1c01201
DOI: 10.5517/ccdc.csd.cc277dnk
title: CCDC 2062698: Experimental Crystal Structure Determination

description: Related Article: Abhinanda Kundu, Shubhadeep Chandra, Debdeep Mandal, Nicolás I. Neuman, Alok Mahata, Srinivas Anga, Hemant Rawat, Sudip Pal, Carola Schulzke, Biprajit Sarkar, Vadapalli Chandrasekhar, Anukul Jana|2021|J.Org.Chem.|86|12683|doi:10.1021/acs.joc.1c01201
DOI: 10.5517/ccdc.csd.cc278vzc
title: CCDC 2064103: Experimental Crystal Structure Determination

description: Related Article: Huai-Wei Wang, Jia-Xue Wu, Yu-Han Qiao, Yong-Fei Li, Da-Cheng Li, Jian-Min Dou, Qing-Xia Yao, Yi Lu|2021|Org.Lett.|23|7177|doi:10.1021/acs.orglett.1c02546
DOI: 10.5517/ccdc.csd.cc27dmgr
title: CCDC 2067714: Experimental Crystal Structure Determination

description: Related Article: Ling Li, Shiqi Zhang, Xiongfei Deng, Guangxun Li, Zhuo Tang, Gang Zhao|2021|Org.Lett.|23|6819|doi:10.1021/acs.orglett.1c02390
DOI: 10.5517/ccdc.csd.cc27dmhs
title: CCDC 2067715: Experimental Crystal Structure Determination

description: Related Article: Ling Li, Shiqi Zhang, Xiongfei Deng, Guangxun Li, Zhuo Tang, Gang Zhao|2021|Org.Lett.|23|6819|doi:10.1021/acs.orglett.1c02390
DOI: 10.5281/zenodo.5493352
title: Hydroclimatology data

description: bias_corrected_Princeton_daily_tmax_grids, includes bias-corrected Princeton daily maximum temperatures datasets from January 1948 to December 2016 at 0.25-degree grid cells. The file names are the coordinates. bias_corrected_Princeton_daily_tmin_grids, includes bias-corrected Princeton daily minimum temperatures datasets from January 1948 to December 2016 at 0.25-degree grid cells. The file names are the coordinates. daily_precipitation_xlsx, includes daily precipitation data from precipitation gauges from 1981 to 2011. daily_streamflow_csv, includes daily streamflow data from stream gauge from 1981 to 2011.
DOI: 10.21227/fw57-ka70
title: Data for Filtration Properties Estimation of Host Rocks

description: To train the machine learning model, a dataset was generated containing data for «Budennovskoye» field, part of which is shown in title figure. (AR and SP are given for 90 centimeter intervals, for which, in turn, the actual values K_fpo. obtained by pumping out (pump out) was determined. As a result, the input variable set consisted of 19 values, including the rock code (AR, SP). The target column isK_f_pump_out .The regression model is based on an ANN with one hidden layer consisting of 31 neurons. K_f_regression values were also calculated for all intervals of the specified dataset using the currently used procedure, K_f_calculation.K_f_regression K_f_calculation values are not to be included to the input values list.The delails of the metod see in "Ravil I. Mukhamediev,, Yan Kuchin etc. Estimation of Filtration Properties of Host Rocks in Sandstone-type Uranium Deposits Us-ing Machine Learning Methods."
DOI: 10.5281/zenodo.5493351
title: Hydroclimatology data

description: bias_corrected_Princeton_daily_tmax_grids, includes bias-corrected Princeton daily maximum temperatures datasets from January 1948 to December 2016 at 0.25-degree grid cells. The file names are the coordinates. bias_corrected_Princeton_daily_tmin_grids, includes bias-corrected Princeton daily minimum temperatures datasets from January 1948 to December 2016 at 0.25-degree grid cells. The file names are the coordinates. daily_precipitation_xlsx, includes daily precipitation data from precipitation gauges from 1981 to 2011. daily_streamflow_csv, includes daily streamflow data from stream gauge from 1981 to 2011.
DOI: 10.6084/m9.figshare.16640053
title: The impact of the US–China trade war on the Korea-China Relations: Time Series Analysis using the GDELT big data

description: Time Series Analysis using the GDELT big data
DOI: 10.6084/m9.figshare.16640053.v1
title: The impact of the US–China trade war on the Korea-China Relations: Time Series Analysis using the GDELT big data

description: Time Series Analysis using the GDELT big data
DOI: 10.5517/ccdc.csd.cc27ptb3
title: CCDC 2076545: Experimental Crystal Structure Determination

description: Related Article: Lipeng Long, Jieyan Wang, Liuqing Gu, Shiguang Yang, Liang Qiao, Guotian Luo, Zhengwang Chen|2021|J.Org.Chem.|86|12084|doi:10.1021/acs.joc.1c01424
DOI: 10.5517/ccdc.csd.cc27y2fq
title: CCDC 2083523: Experimental Crystal Structure Determination

description: Related Article: Ling Li, Shiqi Zhang, Xiongfei Deng, Guangxun Li, Zhuo Tang, Gang Zhao|2021|Org.Lett.|23|6819|doi:10.1021/acs.orglett.1c02390
DOI: 10.5517/ccdc.csd.cc28144m
title: CCDC 2086459: Experimental Crystal Structure Determination

description: Related Article: Nikolay V. Shcherbakov, Dmitry V. Dar’in, Vadim Yu. Kukushkin, Alexey Yu. Dubovtsev|2021|J.Org.Chem.|86|12964|doi:10.1021/acs.joc.1c01654
DOI: 10.5517/ccdc.csd.cc28bkjq
title: CCDC 2095523: Experimental Crystal Structure Determination

description: Related Article: Xiang Huang, Xing Chen, Haisheng Xie, Zheng Tan, Huanfeng Jiang, Wei Zeng|2021|Org.Lett.|23|6784|doi:10.1021/acs.orglett.1c02369
DOI: 10.5517/ccdc.csd.cc28csdv
title: CCDC 2096697: Experimental Crystal Structure Determination

description: Related Article: Yuting Xue, Linlin Shi, Xu Wang, Xiaoni Yu, Xinju Zhu, Xin-Qi Hao, Mao-Ping Song|2021|Org.Lett.|23|6807|doi:10.1021/acs.orglett.1c02381
DOI: 10.5281/zenodo.5512850
title: Dataset: Environmental Impact on the Long-Term Connectivity and Link Quality of an Outdoor LoRa Network

description: This repository contains the long-term connectivity and link quality dataset collected on ChirpBox over 4 months (May -- September 2021) in the city of Shanghai, China. <strong>Scripts:</strong> In addition to the dataset itself, we provide evaluation scripts for data analysis and visualization, in order to facilitate data exploration and re-use. To make it clear how to use the scripts, we provide a <em>Jupyter notebook -- </em>dataset.ipynb for dataset visualization. Please check the notebook viewer for a preview. <strong>List of files:</strong> <em>dataset_03052021_15092021.csv</em> The dataset includes LoRa connectivity and link quality, as well as environmental information, collected from May 3 to September 15, 2021. <em>data_analysis.py</em> The script for dataset analysis and visualization. <em>metadata_processing.py</em> The script for pre-processing metadata into CSV files. <em>dataset.ipynb </em> Jupiter notebook with dataset visualization and metadata pre-processing examples. <em>dataset_metadata.zip</em> Metadata of the dataset in TXT and JSON formats. <em>topology_map.png</em> A map of node deployment for creating topology maps. <strong>How to use dataset:</strong> Download <strong>all</strong> files in this repository Unzip the dataset_metadata.zip to the <em>dataset_metadata </em>folder Run the <em>Jupiter notebook -- </em>dataset.ipynb and check the results <strong>Dependencies:</strong> Python 3: networkx seaborn plotly One can use pip to install the package dependencies: <pre><code class="language-python">pip3 install networkx pip3 install seaborn pip3 install plotly pip3 install ipykernel pip3 install --upgrade nbformat pip3 install -U kaleido</code></pre>
DOI: 10.6084/m9.figshare.16640191.v1
title: Tailoring morphology in titania nanotube arrays by implantation: experiments and modelling on designed pore size—and beyond

description: Titania nanotube arrays are an exceptionally adaptable material for various applications ranging from energy conversion to biomedicine. Besides electronic properties, structural morphology on nanometre scale is essential. It is demonstrated that ion implantation constitutes a versatile method for the synthesis of tailored nanotube morphologies. Experimental-phenomenological observations reveal a successive closing behaviour of nanotubes upon ion implantation. Employing molecular dynamics calculations in combination with analytical continuum models, the physical origins of this scenario are unravelled by identifying ion bombardment induced viscous flow driven by capillarity as its underlying mechanism besides minor contributions from sputtering and redeposition. These findings enable the tailoring of nanotube arrays suitable for manifold applications. This work presents a unified framework for understanding and predicting ion-induced effects in nanotube structures by a combination of experiments, modelling and analytical theory.
DOI: 10.6084/m9.figshare.16640191
title: Tailoring morphology in titania nanotube arrays by implantation: experiments and modelling on designed pore size—and beyond

description: Titania nanotube arrays are an exceptionally adaptable material for various applications ranging from energy conversion to biomedicine. Besides electronic properties, structural morphology on nanometre scale is essential. It is demonstrated that ion implantation constitutes a versatile method for the synthesis of tailored nanotube morphologies. Experimental-phenomenological observations reveal a successive closing behaviour of nanotubes upon ion implantation. Employing molecular dynamics calculations in combination with analytical continuum models, the physical origins of this scenario are unravelled by identifying ion bombardment induced viscous flow driven by capillarity as its underlying mechanism besides minor contributions from sputtering and redeposition. These findings enable the tailoring of nanotube arrays suitable for manifold applications. This work presents a unified framework for understanding and predicting ion-induced effects in nanotube structures by a combination of experiments, modelling and analytical theory.
DOI: 10.15161/oar.it/74103
title: CovidStat project data

description: This record contains the daily updated data of the CovidStat project. CovidStat is a project carried out by the CovidStat Working Group at INFN, whose creation was promoted within the Italian National Institute of Nuclear Physics with the aim of making a statistical analysis of the data provided daily by the Civil Protection on the spread of the pandemic in Italy. CovidStat data can interactively be browsed at https://covid19.infn.it.
description: The software to process this Root TTree is in the related identifier. Be sure to use the right corresponding version, based on the data in which Root TTree was generated.
DOI: 10.6084/m9.figshare.16640224.v1
title: Alignments for TFM Arnau Galan

description: MULTIPLE SEQUENCE ALIGNMENTS FOR THE CUSTOM DATABASES USED IN ARNAU GALAN's TFM<br>("The origins of the core Hippo pathway in<br>nonmetazoans")<br><br>########################################################<br><br>Hpo_MSA_TFM_AG.trimmed.phy: MSA of the Hpo candidates (untrimmed, PHYLIP format)<br>Hpo_MSA_TFM_AG.untrimmed.fasta: MSA of the Hpo candidates (trimmed, PHYLIP format)<br><br>Sd_MSA_TFM_AG.trimmed.phy: MSA of the Sd candidates (untrimmed, PHYLIP format)<br>Sd_MSA_TFM_AG.untrimmed.fasta: MSA of the Sd candidates (trimmed, PHYLIP format)<br><br>Wts_MSA_TFM_AG.trimmed.phy: MSA of the Wts candidates (untrimmed, PHYLIP format)<br>Wts_MSA_TFM_AG.untrimmed.fasta: MSA of the Wts candidates (trimmed, PHYLIP format)
DOI: 10.6084/m9.figshare.16640224
title: Alignments for TFM Arnau Galan

description: MULTIPLE SEQUENCE ALIGNMENTS FOR THE CUSTOM DATABASES USED IN ARNAU GALAN's TFM<br>("The origins of the core Hippo pathway in<br>nonmetazoans")<br><br>########################################################<br><br>Hpo_MSA_TFM_AG.trimmed.phy: MSA of the Hpo candidates (untrimmed, PHYLIP format)<br>Hpo_MSA_TFM_AG.untrimmed.fasta: MSA of the Hpo candidates (trimmed, PHYLIP format)<br><br>Sd_MSA_TFM_AG.trimmed.phy: MSA of the Sd candidates (untrimmed, PHYLIP format)<br>Sd_MSA_TFM_AG.untrimmed.fasta: MSA of the Sd candidates (trimmed, PHYLIP format)<br><br>Wts_MSA_TFM_AG.trimmed.phy: MSA of the Wts candidates (untrimmed, PHYLIP format)<br>Wts_MSA_TFM_AG.untrimmed.fasta: MSA of the Wts candidates (trimmed, PHYLIP format)
DOI: 10.6084/m9.figshare.16640230.v1
title: Metadata files for the custom databases in TFM Arnau Galan

description: METADATA FOR THE CUSTOM DATABASES USED IN ARNAU GALAN's TFM<br>("The origins of the core Hippo pathway in<br>nonmetazoans")<br><br>########################################################<br><br>metadata.TFM.AG.no.animals.tsv: metadata for the No Animals database<br>metadata.TFM.AG.animals.tsv: metadata for the Animals database
DOI: 10.6084/m9.figshare.16640233.v1
title: Metadata for the Animals and No-Animals databases in TFM Arnau Galan

description: METADATA FOR THE CUSTOM DATABASES USED IN ARNAU GALAN's TFM<br>("The origins of the core Hippo pathway in<br>nonmetazoans")<br><br>########################################################<br><br>metadata.TFM.AG.no.animals.tsv: metadata for the No Animals database<br>metadata.TFM.AG.animals.tsv: metadata for the Animals database
DOI: 10.6084/m9.figshare.16640233
title: Metadata for the Animals and No-Animals databases in TFM Arnau Galan

description: METADATA FOR THE CUSTOM DATABASES USED IN ARNAU GALAN's TFM<br>("The origins of the core Hippo pathway in<br>nonmetazoans")<br><br>########################################################<br><br>metadata.TFM.AG.no.animals.tsv: metadata for the No Animals database<br>metadata.TFM.AG.animals.tsv: metadata for the Animals database
DOI: 10.25646/9038
title: Tagesdaten-CSV aus dem DIVI-Intensivregister

description: Die Tagesdaten-CSV entspricht einem Auszug der Daten des DIVI-Intensivregisters. Die Datei enthält eine Aggregation der aktuellsten Meldungen pro Landkreis. Es werden die aktuell gemeldeten Anzahlen der COVID-19 Intensivfälle sowie die gemeldeten intensivmedizinischen Behandlungskapazitäten angezeigt. Die Tagesdaten-CSV liefert dabei ausschließlich einen Blick auf die Daten gemäß dem Stand des betrachteten Tages. Die Daten sind im situationsbedingten Kontext aufbereitet, damit sind verschiedene Tagesdaten-CSVs u.U. nicht direkt miteinander vergleichbar. Die aktuellsten Meldungen werden im gewählten Betrachtungszeitfenster über alle Meldebereiche und Standorte aufsummiert. Weitere Informationen sind zu finden unter https://www.intensivregister.de/#/faq
DOI: 10.5281/zenodo.5515367
title: The elasticity of HPCEN

description: The dataset records the elasticity of high-pressure clinoenstatite (HPCEN) at different temperature and pressure.
description: 无
DOI: 10.5281/zenodo.5515366
title: The elasticity of HPCEN

description: The dataset records the elasticity of high-pressure clinoenstatite (HPCEN) at different temperature and pressure.
description: 无
DOI: 10.6084/m9.figshare.16640215.v1
title: test1

description: LP_MAP
DOI: 10.25625/c7rndc/ghpxlk
title: model.h5

description: :unav
DOI: 10.25625/c7rndc/w1vnwe
title: data.npz

description: :unav
DOI: 10.25625/c7rndc/b1wmzw
title: params.yaml

description: :unav
DOI: 10.25625/c7rndc/ak7xmi
title: demo.ipynb

description: :unav
DOI: 10.25625/c7rndc
title: Model with example data

description: Model and test data
DOI: 10.15468/8wcqsw
title: Re-description of Hoffeinsodes inexpectatus (Wagner, 2012) (Psychodidae, Bruchomyiinae) from Baltic amber

description: This dataset contains the digitized treatments in Plazi based on the original journal article WAGNER, RÜDIGER, HOFFEINS, CHRISTEL, HOFFEINS, HANS WERNER (2021): Re-description of Hoffeinsodes inexpectatus (Wagner, 2012) (Psychodidae, Bruchomyiinae) from Baltic amber. Palaeoentomology 4 (1): 15-18, DOI: 10.11646/palaeoentomology.4.1.2, URL: http://dx.doi.org/10.11646/palaeoentomology.4.1.2
DOI: 10.5519/qd.ibccek83
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (116 records)
DOI: 10.5281/zenodo.5515394
title: Antipathozoanthus remengesaui decontaminated FSCR

description: .
DOI: 10.5281/zenodo.5515393
title: Antipathozoanthus remengesaui decontaminated FSCR

description: .
DOI: 10.34740/kaggle/dsv/2627037
title: 2021 World Population (updated daily)
DOI: 10.34740/kaggle/dsv/2627041
title: Twitter: Trending Tweets per week (updated weekly)
DOI: 10.6084/m9.figshare.12789950
title: Script from 'Plant biodiversity assessment through pollen DNA metabarcoding in Natura 2000 habitats (Italian Alps)'

description: This zipfile contains all information to reproduce analysis of the paper 'Plant biodiversity assessment through pollen DNA metabarcoding in Natura 2000 habitats (Italian Alps)'.<br>It contains an R markdown including all the R-code of the analysis and the description of the datasets and a data folder containing the datasets.<br>Four datasets (MAP, TAX, OTU, MICRO) were used for the analysis in the folder data and ten datasets were used after exported from the initial datasets' analysis.<br>The MAP dataset includes in rows the samples and as columns information about the samples. A total of 18 sampling points were equipped with gravimetric Tauber traps, and pollen samples were collected over three different periods.<br>The OTU dataset includes as rows the Operational Taxonomic Units (OTUs), as columns the samples (corresponding to the ID column in MAP) and as cell values the number of reads.<br>The TAX dataset includes as rows the OTUs and as columns taxonomic information of the OTUs (Family, Genus, Species, Superdivision group) and other information (growth form of the taxa and their presence in the plant checklist of the area).<br>The MICRO dataset includes microscope counts of taxa (rows) for each sample of the period March-July 2015 (columns).<br>See the R markdown file for a detailed description of each dataset.<br><br>
DOI: 10.5281/zenodo.5515297
title: Supplementary data for: Does Phobos reflect solar wind protons? Mars Express special flyby operations with and without the presence of Phobos

description: Supplementary data to reproduce figures for "Does Phobos reflect solar wind protons? Mars Express special flyby operations with and without the presence of Phobos".
DOI: 10.5281/zenodo.5515296
title: Supplementary data for: Does Phobos reflect solar wind protons? Mars Express special flyby operations with and without the presence of Phobos

description: Supplementary data to reproduce figures for "Does Phobos reflect solar wind protons? Mars Express special flyby operations with and without the presence of Phobos".
DOI: 10.34740/kaggle/dsv/2627059
title: YouTube Trending Video Dataset (updated daily)
DOI: 10.5519/qd.klza6ny8
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (44 records)
DOI: 10.5281/zenodo.5515408
title: Datasets of SH's AI4ER MRes Project

description: This dataset contains the data used a generated during the course of SH's AI4ER MRes project. The dataset consists of LiDAR and RGB data over Sepilok Forest Reserve, in Sabah, Malaysia, collected and processed by NERC and NEODAAS, along with 901 manually delineated tree crowns in the area, and tree crown delineations predicted by two models: a Mask R-CNN model developed by SH, and the ITCfast algorithm, developed by Tom Swinfield and optimised by SH. LiDAR data is given for two years, 2014 and 2020, which was used to calculate changes in the carbon stock of the forest. The LiDAR and RGB data are provided as tiffs, while tree crowns are provided as shapefiles.
DOI: 10.5281/zenodo.5090038
title: Datasets of SH's AI4ER MRes Project

description: This dataset contains the data used a generated during the course of SH's AI4ER MRes project. The dataset consists of LiDAR and RGB data over Sepilok Forest Reserve, in Sabah, Malaysia, collected and processed by NERC and NEODAAS, along with 901 manually delineated tree crowns in the area, and tree crown delineations predicted by two models: a Mask R-CNN model developed by SH, and the ITCfast algorithm, developed by Tom Swinfield and optimised by SH. LiDAR data is given for two years, 2014 and 2020, which was used to calculate changes in the carbon stock of the forest. The LiDAR and RGB data are provided as tiffs, while tree crowns are provided as shapefiles.
DOI: 10.5519/qd.dlf22hpn
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (69 records)
DOI: 10.5519/qd.rm1k8gnz
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (62 records)