cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.4749714
title: Results from the paper - Geodesy of irregular small bodies via neural density fields: geodesyNets

description: Asteroids' and comets' geodesy is of increasing interest in a wide range of fields ranging from astronomy to potential future mining prospects, as well as being essential to successful proximity operations of spacecraft. This data contains the ground truths and the trained models (neural density fields) resulted applying a novel approach based on artificial neural networks, so-called geodesyNets as presented in the paper: "Geodesy of irregular small bodies via neural density fields: geodesyNets". The paper summarizes the results of the project carried out in 2020 at the Advanced Concepts Team of the European Space Agency. Each GeodesyNet represents the mass density of an irregular body (e.g. asteroid or comet) as reconstructed by the network from gravity measurements. Models learned of six different bodies are present: the asteroids 433 Eros, 25143 Itokawa and 101955 Bennu and the comet 67P Churyumov–Gerasimenko, as well as a fictitious Planetesimal and a toroidal shaped body called Torus. The ground truth used to generate synthetic measurements is also present in the form of mascon models.
DOI: 10.5281/zenodo.3751621
title: reservoir stimulation in granite

description: Date about reservoir stimulation in granite
DOI: 10.5281/zenodo.4059881
title: Solar panels and solar farms in the UK - geographic open data (UKPVGeo)

description: We present the results of a major crowd-sourcing campaign to create open geographic data for over 260,000 solar PV installations across the UK, covering the vast majority of the capacity in the country. We focus in particular on capturing small-scale domestic solar PV, which accounts for a significant fraction of generation but was until now very poorly documented. The data we introduce will enable decarbonisation at national scales, through forecasting and management of generation, and also serves as a training dataset for machine vision detection of new PV. For a complete description please see the research paper describing the dataset. Please cite this paper in any academic use of the data.
description: Developed under the Alan Turing Institute's Climate Action project grant R-SPES-115: "Enabling worldwide solar PV nowcasting via machine vision and open data".
DOI: 10.5281/zenodo.1004606
title: Links Between Gestures And Multisensory Processing: Individual Differences Suggest A Compensation Mechanism

description: Dataset associated with the following publication:

Schmalenbach, S.B., Billino, J., Kircher, T., van Kemenade, B.M.*, Straube, B*. (2017). Links between Gestures and Multisensory Processing: Individual Differences Suggest a Compensation Mechanism. <em>Frontiers in Psychology</em> 8:1828.
DOI: 10.5281/zenodo.30444
title: Lu_Example_Float#Cpus:16#Gpus:2.10.Paje.Trace

description: File: lu_example_float#CPUs:16#GPUs:2.10.paje.trace
DOI: 10.5281/zenodo.4749715
title: Results from the paper - Geodesy of irregular small bodies via neural density fields: geodesyNets

description: Asteroids' and comets' geodesy is of increasing interest in a wide range of fields ranging from astronomy to potential future mining prospects, as well as being essential to successful proximity operations of spacecraft. This data contains the ground truths and the trained models (neural density fields) resulted applying a novel approach based on artificial neural networks, so-called geodesyNets as presented in the paper: "Geodesy of irregular small bodies via neural density fields: geodesyNets". The paper summarizes the results of the project carried out in 2020 at the Advanced Concepts Team of the European Space Agency. Each GeodesyNet represents the mass density of an irregular body (e.g. asteroid or comet) as reconstructed by the network from gravity measurements. Models learned of six different bodies are present: the asteroids 433 Eros, 25143 Itokawa and 101955 Bennu and the comet 67P Churyumov–Gerasimenko, as well as a fictitious Planetesimal and a toroidal shaped body called Torus. The ground truth used to generate synthetic measurements is also present in the form of mascon models.
DOI: 10.5281/zenodo.581440
title: Trentino Alto Adige Nightlights

description: Nighttime lights in Trentino Alto Adige (North East Italy) available in raster format as yearly values from 1992 to 2013. Nightlights are expressed as Digital Number (DN) values, ranging from 0 (no luminosity) to 63 (maximum luminosity). Nightlights data are ready-to-use (i.e. intercalibration of original satellite values to allow for temporal comparison and average of simultaneous satellite already performed).
DOI: 10.5281/zenodo.6615108
title: Camellia sinensis decontaminated gx

description: .
DOI: 10.5281/zenodo.3945564
title: The PM2.5 content in heavily polluted areas of China

description: PM2.5 data from 483 sites in heavily polluted areas of China from 2015 to 2020.
DOI: 10.5281/zenodo.5666330
title: 中国湖泊

description: 中国1平方公里以上湖泊shape数据
DOI: 10.5281/zenodo.6850187
title: Supplementary material for "Evaluating the Performance of High Spatial Resolution UAV-photogrammetry and UAV-LiDAR for Salt Marshes: the Cádiz Bay Study Case" article

description: Data presented in the study "Evaluating the Performance of High Spatial Resolution UAV-photogrammetry and UAV-LiDAR for Salt Marshes: the Cádiz Bay Study Case".
DOI: 10.34740/kaggle/dsv/6588902
title: BBC News
DOI: 10.5281/zenodo.8397498
title: Swift/BAT-GUANO upper limits fits map for S230928cb

description: -
DOI: 10.5281/zenodo.8397497
title: Swift/BAT-GUANO upper limits fits map for S230928cb

description: -
DOI: 10.34740/kaggle/dsv/6588932
title: Polish-Ukrainian translations from Tatoeba
DOI: 10.34740/kaggle/dsv/6588942
title: Youtube Trending Video - Taiwan & Hong Kong
DOI: 10.25417/uic.24002007
title: Mobile Health Intervention in Patients With Type 2 Diabetes (NIDDK R01 Data and Metadata)

description: Description: A clinical trial was conducted to determine whether clinical pharmacists and health coaches using mHealth tools can improved hemoglobin A1c levels. This study randomized 221 African American or Latinx patients with type 2 diabetes and elevated A1c from an academic medical center in Chicago. Adults aged 21-75 were enrolled and randomized to either: (1) intervention group receiving mHealth diabetes support for 1 year followed by usual diabetes care during a second year (follow up duration 24 months), or (2) wait-list control group receiving usual diabetes care for 1 year followed by the mHealth diabetes intervention a second year. The mHealth intervention included remote support from clinical pharmacists via video telehealth and health coach activities that occurred in person at participant homes and via phone calls and text messaging. This dataset includes primary outcome (A1c) and secondary outcomes, such as blood pressure, cholesterol, body mass index, health-related quality of life, diabetes distress, diabetes self-efficacy, depressive symptoms, social support, medication taking behavior, and diabetes self-care, measured every 6 months.
DOI: 10.6084/m9.figshare.24227035
title: TableS1-RAM202186-Mursyid et al-Trypanosoma in Central Sulawesi mammals

description: Supplementary Table from "Trypanosoma (Euglenozoa: Kinetoplastea) Infections in Rodents, Bats, and Shrews along an Elevation and Disturbance Gradient on Mount Dako, Toli-Toli, Central Sulawesi, Indonesia". Table lists specimens screened, infections detected, and Genbank accession #s for trypanosome sequences.
DOI: 10.6084/m9.figshare.24227035.v1
title: TableS1-RAM202186-Mursyid et al-Trypanosoma in Central Sulawesi mammals

description: Supplementary Table from "Trypanosoma (Euglenozoa: Kinetoplastea) Infections in Rodents, Bats, and Shrews along an Elevation and Disturbance Gradient on Mount Dako, Toli-Toli, Central Sulawesi, Indonesia". Table lists specimens screened, infections detected, and Genbank accession #s for trypanosome sequences.
DOI: 10.25417/uic.24224779
title: De-Identified WASH data. Final analytic dataset of 47 records. Supplemental table of WASH Checklist is the modified UN tool that was used and provides dictionary to dataset.

description: This de-identified dataset represents findings from an assessment of water, sanitation, and hygiene (WASH) facilities at sex work venues in Kenya. <b>Methods:</b> Stakeholders identified 77 sex work venues in Kisumu, of which 47 were randomly sampled and visited between April-May 2023. A standardized structured survey of WASH conditions was deployed by trained research staff using Android tablets after proprietor’s consent. WASH scores ranging 0 – 3 were computed based on observed data (1) of water available, soap available, and acceptable latrine. MHM scores ranging between 0-4 were computed based on one point each for: currently available soap and water, locking door on a usable latrine, functional lighting, and a private area for changing clothes or menstrual materials, separate from the latrine(s). WASH and MHM scores were computed and compared by venue type using non-parametric Kruskal-Wallis tests, and non-parametric Spearman rank tests. <b>Results:</b> Full WASH criteria was met by 29.8% of venues; 34.0% had no adequate WASH facilities; 46.8% had no female latrine, and 25.5% provided soap and water in private spaces for women. While 76.6% had menstrual waste disposal only 14 (29.8%) had covered bins. One in 10 venues provided adequate MHM facilities. Poorest WASH facilities were in brothels and in bars, and three-quarters of bars with accommodation had no MHM facilities. <b>Discussion:</b> WASH and MHM services were sub-optimal in the majority of FSW venues, preventing women from managing their menstruation safely, effectively, with dignity and privacy. Facilities were most inadequate in venues offering accommodation. This study highlights the unmet need for MHM support for this population. Poor MHM can deleteriously impact FSW health and wellbeing and compound the stigma and shame associated with their work and ability to stay clean. Acceptable and cost-effective solutions to sustainably improve WASH facilities for these populations are needed.
DOI: 10.25417/uic.24226165
title: Blood Flow and PWV Study.xlsx

description: The overall goal of this research is to determine the impact of increased blood flow on peripheral arterial stiffness. We hypothesize that increasing limb blood flow by reactive hyperemia will reduce arterial stiffness as measured by pulse wave velocity.<br>
DOI: 10.25417/uic.24226165.v1
title: Blood Flow and PWV Study.xlsx

description: The overall goal of this research is to determine the impact of increased blood flow on peripheral arterial stiffness. We hypothesize that increasing limb blood flow by reactive hyperemia will reduce arterial stiffness as measured by pulse wave velocity.<br>
DOI: 10.6084/m9.figshare.24226486
title: Hygorphorus aesculeticola sp. nov. phylogeny files

description: A new species of Hygrophorus (Hygropohoraceae, Agaricales) is described from Florida, USA, and Ontario, Canada. Final alignment and Mega .meg file, plus slightly modified pdf of ML tree from Mega 11.
DOI: 10.6084/m9.figshare.24226486.v1
title: Hygorphorus aesculeticola sp. nov. phylogeny files

description: A new species of Hygrophorus (Hygropohoraceae, Agaricales) is described from Florida, USA, and Ontario, Canada. Final alignment and Mega .meg file, plus slightly modified pdf of ML tree from Mega 11.
DOI: 10.5281/zenodo.8378824
title: Radar rainfall event characteristics

description: Datasets of radar-derived rainfall events and their characteristics between 01/01/2010 and 31/12/2020 for the Brisbane (Mt Stapylton), Sydney (Terrey Hills), and Melbourne (Laverton) radars. Rainfall events were identified only using data within a 100km radius of the radar, with gaps of one timestep interpolated over using the arithmetic mean of value on either side of the gap, and using an areal mean rain rate threshold of 0.1 mm/h. Created using Level 2 rain rate and Steiner classification data from the Australian Unified Radar Archive (AURA), which is available on NCI. Datasets are in csv format.
DOI: 10.34740/kaggle/dsv/6589242
title: WallStreetBets 2022
DOI: 10.25345/c5g737f1m
title: MassIVE MSV000093007 - Proteome remodelling by agonist stimuli on platelets and their derived extracellular vesicles landscape
title: In this study, we examined if the proteome of platelet derived extracellular vesicles (pEVs) was influenced by the physiological platelet agonist used to induce platelet activation. The agonists chosen were representative of the varied activation states of platelets within a thrombus.
DOI: 10.6084/m9.figshare.24126517
title: Characterization of the complete plastid genome and phylogenetic implication of <i>Micranthes octopetala</i> (Nakai) Y.I.Kim & Y.D.Kim (Saxifragaceae), endemic to Korea

description: <i>Micranthes octopetala</i> (Nakai) Y.I.Kim & Y.D. Kim et al. 2015, which belongs to the family Saxifragaceae, is a perennial herb endemic to Korea. <i>M. octopetala</i> was originally treated as a synonym of <i>M. manchuriensis</i>. However, in 2015, molecular phylogenetic analysis confirmed that <i>M. octopetala</i> is an independent species. In this study, the plastid genome of <i>M. octopetala</i> was sequenced for the first time, and the taxonomic position of this species was identified. The complete plastid genome of <i>M. octopetala</i> has a total length of 149 751 bp (large single copy: 83 083 bp; small single copy: 17 196 bp; inverted repeat: 24 736 bp), containing 130 genes, including 79 CDS, 30 tRNAs, and 4 rRNAs. Moreover, the absence of intron in the <i>rpl</i>2 gene, which is a common feature of Saxifragaceae, was confirmed. Phylogenetic analysis based on 79 protein-coding genes from 21 species revealed that <i>M. octopetala</i> belongs to the genus <i>Micranthes,</i> being a sister to other <i>Micranthes</i> species. The plastid genome of <i>M. octopetala</i> obtained in this study provides fundamental information for future studies on the genus <i>Micranthes</i>.
DOI: 10.6084/m9.figshare.24126517.v1
title: Characterization of the complete plastid genome and phylogenetic implication of <i>Micranthes octopetala</i> (Nakai) Y.I.Kim & Y.D.Kim (Saxifragaceae), endemic to Korea

description: <i>Micranthes octopetala</i> (Nakai) Y.I.Kim & Y.D. Kim et al. 2015, which belongs to the family Saxifragaceae, is a perennial herb endemic to Korea. <i>M. octopetala</i> was originally treated as a synonym of <i>M. manchuriensis</i>. However, in 2015, molecular phylogenetic analysis confirmed that <i>M. octopetala</i> is an independent species. In this study, the plastid genome of <i>M. octopetala</i> was sequenced for the first time, and the taxonomic position of this species was identified. The complete plastid genome of <i>M. octopetala</i> has a total length of 149 751 bp (large single copy: 83 083 bp; small single copy: 17 196 bp; inverted repeat: 24 736 bp), containing 130 genes, including 79 CDS, 30 tRNAs, and 4 rRNAs. Moreover, the absence of intron in the <i>rpl</i>2 gene, which is a common feature of Saxifragaceae, was confirmed. Phylogenetic analysis based on 79 protein-coding genes from 21 species revealed that <i>M. octopetala</i> belongs to the genus <i>Micranthes,</i> being a sister to other <i>Micranthes</i> species. The plastid genome of <i>M. octopetala</i> obtained in this study provides fundamental information for future studies on the genus <i>Micranthes</i>.
DOI: 10.6084/m9.figshare.24147123
title: Complete chloroplast genome of <i>Adonis pseudoamurensis</i> W.T.Wang (Ranunculaceae)

description: <i>Adonis pseudoamurensis</i> W.T. Wang 1980 is an important traditional medicinal plant used for the treatment of cardiac diseases. The complete chloroplast (cp) genome of <i>Adonis pseudoamurensis</i> is reported for the first time in this study. The circular cp genome is 156,917 bp in length, consisting of a large single-copy region (86,262 bp), a small single-copy region (18,067 bp), and two inverted repeat regions (26,294 bp). The genome encodes 129 genes, comprising 84 protein-coding genes, 37 transfer RNA (tRNA) genes, and 8 ribosomal RNA (rRNA) genes. Phylogenetic analysis showed that <i>A. pseudoamurensis</i> is closely related to <i>A. amurensis</i>.
DOI: 10.6084/m9.figshare.24147123.v1
title: Complete chloroplast genome of <i>Adonis pseudoamurensis</i> W.T.Wang (Ranunculaceae)

description: <i>Adonis pseudoamurensis</i> W.T. Wang 1980 is an important traditional medicinal plant used for the treatment of cardiac diseases. The complete chloroplast (cp) genome of <i>Adonis pseudoamurensis</i> is reported for the first time in this study. The circular cp genome is 156,917 bp in length, consisting of a large single-copy region (86,262 bp), a small single-copy region (18,067 bp), and two inverted repeat regions (26,294 bp). The genome encodes 129 genes, comprising 84 protein-coding genes, 37 transfer RNA (tRNA) genes, and 8 ribosomal RNA (rRNA) genes. Phylogenetic analysis showed that <i>A. pseudoamurensis</i> is closely related to <i>A. amurensis</i>.
DOI: 10.6084/m9.figshare.24088614
title: The complete chloroplast genome sequence and phylogenetic analysis of <i>Heritiera fomes</i> Buch.-Ham. (Malvales: Sterculiaceae)

description: <i>Heritiera fomes</i> Buch.-Ham. (1800) is a species of mangrove in the family Malvaceae, widely distributed in the Indo-Pacific and listed as ‘endangered’ (EN) on the International Union for Conservation of Nature’s (IUCN) red list. We reported the complete chloroplast genome sequence of <i>H. fomes.</i> The genome was 168,521 bp in length and included two inverted repeats (IRs) of 34,496 bp, separated by a large single-copy (LSC) region of 88,604 bp and a small single-copy (SSC) region of 10,925 bp, respectively. The genome contained 87 protein-coding genes (PCGs), 8 rRNA genes, and 37 tRNA genes. The maximum-likelihood (ML) phylogenetic tree suggested that <i>H. fomes</i> is closely related to <i>Heritiera angustata</i> and <i>Heritiera parvifolia</i> with relatively high support bootstrap values of 86% and 100% with other species (<i>Heritiera littoralis</i> and <i>Heritiera javanica</i>), suggesting a relatively close genetic relationship between the five <i>Heritiera</i> plants. The chloroplast genome sequence provided a useful resource for conservation genetics studies of <i>H. fomes</i> and for phylogenetic studies of <i>Heritiera</i>.
DOI: 10.6084/m9.figshare.24088614.v1
title: The complete chloroplast genome sequence and phylogenetic analysis of <i>Heritiera fomes</i> Buch.-Ham. (Malvales: Sterculiaceae)

description: <i>Heritiera fomes</i> Buch.-Ham. (1800) is a species of mangrove in the family Malvaceae, widely distributed in the Indo-Pacific and listed as ‘endangered’ (EN) on the International Union for Conservation of Nature’s (IUCN) red list. We reported the complete chloroplast genome sequence of <i>H. fomes.</i> The genome was 168,521 bp in length and included two inverted repeats (IRs) of 34,496 bp, separated by a large single-copy (LSC) region of 88,604 bp and a small single-copy (SSC) region of 10,925 bp, respectively. The genome contained 87 protein-coding genes (PCGs), 8 rRNA genes, and 37 tRNA genes. The maximum-likelihood (ML) phylogenetic tree suggested that <i>H. fomes</i> is closely related to <i>Heritiera angustata</i> and <i>Heritiera parvifolia</i> with relatively high support bootstrap values of 86% and 100% with other species (<i>Heritiera littoralis</i> and <i>Heritiera javanica</i>), suggesting a relatively close genetic relationship between the five <i>Heritiera</i> plants. The chloroplast genome sequence provided a useful resource for conservation genetics studies of <i>H. fomes</i> and for phylogenetic studies of <i>Heritiera</i>.
DOI: 10.6084/m9.figshare.24186380
title: The complete mitochondrial genome of the biodiesel plant <i>Jatropha curcas</i> L.

description: <i>Jatropha curcas</i> (Linnaeus, 1753) is a plant species in the order Malpighiales and the family Euphorbiaceae and is native to the tropical regions of America, such as Mexico and Argentina. Currently, this plant species inhabits tropical and subtropical regions of the world. Jatropha has been widely used as a biofuel plant to produce high-quality diesel engine fuel. In this study, the complete mitochondrial genome sequence of <i>J. curcas</i> was assembled into 561,839 bp circular nucleotides with a GC content of 44.6%. The mitochondrial genome of <i>J. curcas</i> comprises 33 known protein-coding genes, 22 tRNA genes, three rRNA genes, one ncRNA gene, and 85 open reading frame genes. Phylogenetic analysis showed this species is closely related to the castor bean (<i>Ricinus communis</i>).
DOI: 10.6084/m9.figshare.24186380.v1
title: The complete mitochondrial genome of the biodiesel plant <i>Jatropha curcas</i> L.

description: <i>Jatropha curcas</i> (Linnaeus, 1753) is a plant species in the order Malpighiales and the family Euphorbiaceae and is native to the tropical regions of America, such as Mexico and Argentina. Currently, this plant species inhabits tropical and subtropical regions of the world. Jatropha has been widely used as a biofuel plant to produce high-quality diesel engine fuel. In this study, the complete mitochondrial genome sequence of <i>J. curcas</i> was assembled into 561,839 bp circular nucleotides with a GC content of 44.6%. The mitochondrial genome of <i>J. curcas</i> comprises 33 known protein-coding genes, 22 tRNA genes, three rRNA genes, one ncRNA gene, and 85 open reading frame genes. Phylogenetic analysis showed this species is closely related to the castor bean (<i>Ricinus communis</i>).
DOI: 10.14457/tu.the.2022.928
title: การเปลี่ยนแปลงของโครงสร้างพื้นที่สีเขียวในเมืองและการกักเก็บคาร์บอนของพืชพรรณในเขตผังเมืองรวมนนทบุรี

description: การขยายตัวของเมืองส่งผลให้เกิดการรุกล้ำพื้นที่ทางธรรมชาติ พื้นที่สีเขียวในเมืองจะสามารถช่วยรักษาสมดุลของระบบนิเวศในเขตเมืองไว้ได้ การบริหารจัดการพื้นที่สีเขียวในเขตที่มีความเป็นเมืองสูงจึงเป็นสิ่งสำคัญ การศึกษานี้เป็นการประเมินการเปลี่ยนแปลงของพื้นที่สีเขียวเชิงโครงสร้าง และการประเมินการเปลี่ยนแปลงการกักเก็บคาร์บอนของพืช โดยการเปรียบเทียบการเปลี่ยนแปลงผ่านภาพถ่ายดาวเทียม Sentinel-2 และ Landsat 8 ระหว่างปี พ.ศ. 2559 และ พ.ศ. 2566 ใช้ดัชนีความแตกต่างของพืชพรรณในการจำแนกพื้นที่สีเขียว และประเมินเปลี่ยนแปลงเชิงโครงสร้างของพื้นที่สีเขียวด้วยค่าดัชนีวัดภูมิทัศน์ที่ระดับหย่อม (Patch) และระดับชั้น (Class) โดยใช้ขอบเขตการใช้ประโยชน์ที่ดินแต่ละประเภทของผังเมืองรวมนนทบุรี พ.ศ. 2566 ในการกำหนดพื้นที่ศึกษา และใช้แบบจำลอง CASA ในการจำลองปริมาณการกักเก็บคาร์บอนของพืช ผลการศึกษาบ่งชี้ว่า ถึงแม้สัดส่วนพื้นที่สีเขียวในเมืองของจังหวัดจะลดลงอย่างเห็นได้ชัด แต่เมื่อพิจารณาโครงสร้างของพื้นที่สีเขียวพบว่าในปี พ.ศ. 2566 มีโครงสร้างความอุดมสมบูรณ์มากกว่า พ.ศ. 2559 การใช้ประโยชน์ที่ดินย่านอนุรักษ์ โดยเฉพาะบริเวณอำเภอไทรน้อยเป็นย่านที่มีโครงสร้างของพื้นที่สีเขียวสมบูรณ์ที่สุด และเป็นย่านที่มีปริมาณการกักเก็บคาร์บอนมากที่สุด 1.43 กรัมคาร์บอนต่อตารางเมตรต่อเดือนในพ.ศ. 2566 และการกำหนดการใช้ประโยชน์ที่ดินประเภทชนบทและเกษตรกรรมของผังเมืองรวมนนทบุรี พ.ศ. 2566 นั้น ส่งผลดีต่อการอนุรักษ์พื้นที่สีเขียวของจังหวัด
DOI: 10.14457/tu.the.2022.929
title: การศึกษาการตรวจสอบรูปแบบอาชญากรรมพื้นที่มหาวิทยาลัยและจัดทำแผนที่อันตรายจากอาชญากรรมในมหาวิทยาลัยเทคโนโลยีสุรนารี

description: การศึกษาการตรวจสอบรูปแบบอาชญากรรมพื้นที่มหาวิทยาลัยและจัดทำแผนที่อันตรายจากการเกิดอาชญากรรมในมหาวิทยาลัยเทคโนโลยีสุรนารี มีวัตถุประสงค์ 1) เพื่อศึกษาปัจจัยกายภาพที่มีผลต่อความปลอดภัยในมหาวิทยาลัยและประเมินพื้นที่เสี่ยงต่อการเกิดอาชญากรรมประเภทลักทรัพย์ 2) ศึกษาระดับความรู้สึกหวาดกลัวอาชญากรรมและศึกษาความสัมพันธ์ระหว่างปัจจัยกายภาพและช่วงเวลา และ 3) เสนอแนะแนวทางการป้องกันแก้ไขสภาพแวดล้อมการจัดการปัจจัยกายภาพและที่มิใช่ปัจจัยกายภาพ กลุ่มตัวอย่าง ได้แก่ นักศึกษาจำนวน 375 คน เครื่องมือที่ใช้ได้แก่ แบบสอบถาม การวิเคราะห์ข้อมูลด้วยเทคนิคเชิงพื้นที่ จากการศึกษาแผนที่อาชญากรรม พบว่า ตำแหน่งที่เคยเกิดเหตุอาชญากรรมในอดีตไม่มีผลต่อความรู้สึกหวาดกลัวอาชญากรรมของนักศึกษา แต่นักศึกษามีความรู้สึกหวาดกลัวอาชญากรรมในสถานที่ที่ไม่เคยเกิดเหตุมาก่อน นักศึกษาชายและหญิงมีความรู้สึกหวาดกลัวต่อการตกเป็นเหยื่ออาชญากรรมต่างสถานที่กัน เป็นผลมาจากบุคลิกภาพ ประสบการณ์ในอดีตของแต่ละบุคคล และบทบาททางเพศ