Find research datasets worth reusing
Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.
6,568
datasets available to search
ShareScore release 0.7.1
Dataset results
6,568 results for “Iran”
Land Subsidence in Iran Estimated from a Nationwide InSAR Analysis of Sentinel-1 Observations 2014-2020
<p><strong>Overview</strong></p> <p>This dataset is a supplementary material to the paper "Haghighi and Motagh, 2024. Uncovering the Impacts of Depleting Aquifers: A Remote Sensing Analysis of Land Subsidence in Iran, Science Advances". It provides detailed insights into land subsidence across Iran, derived from Sentinel-1 InSAR observations. This dataset is intended for use by researchers, policymakers, and practitioners interested in land subsidence, groundwater depletion, and related fields.</p> <p><strong>Dataset Contents</strong></p> <ol> <li><em>Iran_subsidence_rate_2014-2020_Sentinel-1_InSAR_desc_v1.0.0.tif</em><br>Annual rate of land subsidence in Iran over the six-year period, projected from satellite Line of Sight to vertical.</li> <li><em>Iran_subsidence_rate_2014-2020_Sentinel-1_InSAR_desc_v1.0.0.jpg</em><br>Subsidence map of Iran visualized as jpg</li> <li><em>Iran_subsidence_seasonal_amplitude_2014-2020_Sentinel-1_InSAR_desc_v1.0.0.tif</em><br>Amplitude of seasonal ground deformation, projected from satellite Line of Sight to vertical.</li> <li><em>Iran_subsidence_mask_2014-2020_Sentinel-1_InSAR_desc_v1.0.0.tif</em><br>Land subsidence mask, based on the annual rate of land subsidence.</li> </ol> <p><strong>Methodology</strong></p> <p>The data were derived using Interferometric Synthetic Aperture Radar (InSAR) analysis of Sentinel-1 satellite imagery. The original SAR data includes more than 6000 scenes of Sentinel-1 images collected across 10 descending tracks between 2014 and 2020. The details can be found in the original paper.</p> <p><strong>Acknowledgements</strong></p> <p>We acknowledge the European Space Agency (ESA) for providing the Sentinel-1 satellite data used in this analysis.</p> <p><strong>License</strong></p> <p>This dataset is shared under CC BY 4.0 license, which allows for reuse and distribution, provided that the original authors and source are credited.</p> <p><strong>Citation</strong></p> <p>Please cite the following if you use this dataset:</p> <ol> <li>Haghighi and Motagh, 2024. Uncovering the Impacts of Depleting Aquifers: A Remote Sensing Analysis of Land Subsidence in Iran, Science Advances.</li> <li>Haghighi and Motagh, 2024. Land Subsidence in Iran Estimated from a Nationwide InSAR Analysis of Sentinel-1 Observations 2014-2020. Zenodo. doi:10.5281/zenodo.10815578</li> <li>The dataset contains modified Copernicus Sentinel data 2014-2020, processed by ESA.</li> </ol> <p><strong>Contact</strong></p> <p>Please contact Mahmud Haghighi for inquiries related to this dataset.<br>https://www.ipi.uni-hannover.de/en/haghighi</p>
Data from: Dating and morpho-stratigraphy of uplifted marine terraces in the Makran subduction zone (Iran)
<p>This data comes from the study of marine terraces from the Iranian Makran. This second version contains .zip compressed files instead of .rar .<br> A_files are seven terrace maps of the region of Jask, Tang, Gurdim, Konarak, Chabahar-Ramin, Lipar and Pasabander.<br> B_file are results of Radiocarbon and 230Th/U dating of mollusk shells from the marine deposits above the terraces.<br> C_file are results of Optically Stimulated Luminescence dating (OSL) of said deposits.<br> D_files are field pictures.<br> The data is published in support for the paper mentioned in the title (submitted to Earth Surface Dynamics).</p> <p>Brief description:<br> Terrace maps are accompanied with a datamodel excel file explaining the different GIS layers.<br> The maps are provided in both .KMZ files (for Google Earth) and Shapefiles</p> <p>Radiometric (i.e. both Radiocarbon and 230Th/U) analytical details are provided, together with XRD analysis of the Aragonitic shells and some SEM pictures of both Aragonitic and Calcitic shells. Method details are in the paper.</p> <p>OSL results are provided with the analytical details, such as: Environmental dose parameters, OSL raw measurements (out of the machine), OSL Histograms, Dose-Recovery tests and Fading test results. Method details are in the paper.</p> <p>Additional field pictures are provided with their legends (.txt file) and geolocalisation (.kmz file).</p>
Data set for publication: Determination of Virulence-Associated Genes and Antimicrobial Resistance Profiles in Brucella Isolates Recovered from Humans and Animals in Iran Using NGS Technology
<p>This dataset includes information on resistance profiling, as well as antimicrobial resistance (AMR) genes and virulence-related factors that were identified in <em>Brucella</em> isolates recovered from humans and animals in different regions of Iran using classical phenotyping and next-generation sequencing (NGS) technology.</p>
Iran Deposit Refund System Pilot Project for Beverage Containers - 2024 - 2025
The dataset is the result of the first-ever deposit refund system (DRS) pilot project conducted in Iran, including the accurate daily intake of containers by the Reverse Vending Machine in the project, the number of existing and new users and the number of fulfilled recycling cycle (session) per day. The pilot was performed in Iran University of Science and Technology central campus in Tehran for total 12 months and evaluated the effectiveness of different incentive mechanisms for beverage container recycling. The study compared three approaches using in-house labeling of the single use beverage containers and a barcode-tracking system: reward-based recycling, voluntary recycling, and deposit-based recycling. Results demonstrated that the deposit-based system significantly outperformed other methods.
National Checklists 2017: Iran Species List
Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See <p></p>https://github.com/diatomsRcool/checklists for details<p></p>A list of species from Iran collected using effechecka and geonames polygons
National Checklists 2019: Iran Species List
Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See <p></p>https://github.com/diatomsRcool/checklists for details.<p></p>A list of species from Iran collected using effechecka and geonames polygons
Figs 1-6 in Colletes alborzensis nov.sp., a new bee species from Iran (Hymenoptera, Colletidae)
Figs 1-6: Colletes alborzensis nov.sp., female: (1) head; (2) metasomal terga T1-T2; C. alborzensis nov.sp., male: (3) hind basitarsus; C. inexpectatus NOSKIEWICZ, female: (4) head; (5) metasomal terga T1-T2; C. inexpectatus, male (6) hind basitarsus.
Figs 6-10 in New data on jumping spiders of Iran, with a new species of Salticus (Araneae: Salticidae)
Figs 6-10: Copulatory organs of holotype (6-8) and paratype (MMUE) (9-10) male Salticus lucasi sp. nov. Palp in 6. retrolateral; 7. ventral; 8. prolateral views. Bulb after expansion in KOH in 9. ventral; 10. apical views. Abbreviations: ATA anterior blade of terminal apophysis; Em embolus; EmB embolic base; PTA posterior blade of terminal apophysis; RTA retrolateral tibial apophysis. Scale bars: 0.2 mm
Figs 3-5 in New data on jumping spiders of Iran, with a new species of Salticus (Araneae: Salticidae)
Figs 3-5: Habitus of male Salticus lucasi sp. nov., holotype. 3. dorsal; 4. ventral; 5. frontal view
Figs 1-2 in New data on jumping spiders of Iran, with a new species of Salticus (Araneae: Salticidae)
Figs 1-2: Dissected epigyne of Chalcoscirtus platnicki from Rozveh, Dalan- Kouh Protected Area. 1. dorsal; 2. ventral view.
Figure 5 in A new species of tooth-carp, Aphanius mesopotamicus, from Iran and Iraq (Actinopterygii, Cyprinodontidae)
Figure 5. Aphanius from Basrah, Iraq (ZISP 25393) after Berg (1949). Female (above), 30 mm, and male, 29 mm.
Figure 4 in A new species of tooth-carp, Aphanius mesopotamicus, from Iran and Iraq (Actinopterygii, Cyprinodontidae)
Figure 4. Distribution map of Aphanius in Mesopotamia and adjacent areas. Solid squares type series of A. mesopotamicus (lower one CMNFI 1979-0360A and B, upper 1979-0364), open squares additional, non-type material of A. mesopotamicus [BM(NH) 1982.9.2:326–328 and ZISP 25393 (lower left) and ZISP 25446 (adjacent to type series)], open circles A. vladykovi, stars A. isfahanensis, solid circles A. sophiae, and diamond A. persicus [map modified after Hrbek et al. (2006)].
Figure 2 in Alburnoides qanati, a new species of cyprinid fish from southern Iran (Actinopterygii, Cyprinidae)
Figure 2. Alburnoides qanati sp. n., radiograph of a paratype, SL 58 mm SL. Arrow shows first caudal vertebra.
Figure 6 in First record of the family Pseudocerotidae (Platyhelminthes, Polycladida, Cotylea) from the Persian Gulf, Iran
Figure 6. Sagittal section of Tytthosoceros lizardensis: A male copulatory system B female copulatory system C pharynx: ma male antrum s stylet sv seminal vesicle p prostate fa female antrum fg female gonopore ce cement gland ph pharynx mo mouth.
Figure 3 in First record of the family Pseudocerotidae (Platyhelminthes, Polycladida, Cotylea) from the Persian Gulf, Iran
Figure 3. Ear-like pseudotentacle in Tytthosoceros lizardensis: te pseudotentacular eyes ce cerebral eyes.
Figure 7 in First record of the family Pseudocerotidae (Platyhelminthes, Polycladida, Cotylea) from the Persian Gulf, Iran
Figure 7. Sagittal reconstruction of Tytthosoceros lizardensis: ma male antrum mg male gonopore s stylet sv seminal vesicle p prostate fa female antrum fg female gonopore ce cement gland ph pharynx mo mouth
Fig. 6 in Highly disjunct and highly infected millipedes - a new cave-dwelling species of Chiraziulus (Diplopoda: Spirostreptida: Cambalidae) from Iran and notes on Laboulbeniales ectoparasites
Fig. 6. Chiraziulus kaiseri (Mauriès, 1983), female vulva. Scanning electron micrographs. A. Vulva in situ behind second pair of legs, posterior view. B. Details of right vulva behind second pair of legs. C. Detail of microtubular structure under the vulva. D. Vulva in ventral view. E. Vulva in anterior view. Abbreviations: o = operculum; b = bursa. Scale bars: A = 100 μm; B–E = 10 μm.
Fig. 3 in Highly disjunct and highly infected millipedes - a new cave-dwelling species of Chiraziulus (Diplopoda: Spirostreptida: Cambalidae) from Iran and notes on Laboulbeniales ectoparasites
Fig. 3. Chiraziulus kaiseri (Mauriès, 1983), paratypes. Scanning electron micrographs. A. Head and first body rings in lateral view. B. Last body rings ("tail") in lateral view. C. Tip of antenna. D. Detail of the limbus; notice lines of beadlike structures between cuticular scutes. E. Detail of labrum in frontal view. F. Gnathochilarium in ventral view; the arrow shows the distomesal setae on stipes. Scale bars: A–B, E–F = 100 μm; C = 10 μm; D = 1 μm.
Fig. 2 in Highly disjunct and highly infected millipedes - a new cave-dwelling species of Chiraziulus (Diplopoda: Spirostreptida: Cambalidae) from Iran and notes on Laboulbeniales ectoparasites
Fig. 2. Distribution of species of Chiraziulus Mauriès, 1983 in Iran (Mauriès 1987). C. troglopersicus sp. nov.: red dot (1); C. kaiseri: yellow dots (2–6). 1. Neyneh Cave. 2. "Chiraz" "montagne greseuse au nord de la ville". 3. 19 km W of Shiraz. 4. 5 km N of Persepolis. 5. Oasis 95 km N of Bandarabass. 6. Sarab Cave.
Fig. 9 in Highly disjunct and highly infected millipedes - a new cave-dwelling species of Chiraziulus (Diplopoda: Spirostreptida: Cambalidae) from Iran and notes on Laboulbeniales ectoparasites
Fig. 9. Chiraziulus troglopersicus sp. nov., ♂, paratype, gonopods. Scanning electron micrographs. A. Anterior gonopods in posterior view. B. Detail of the process on the tip of an anterior gonopod in posterior view. C. Anterior gonopods in anterior view. D. As C, in apical view. E. Tip of the flagellum. F. Posterior gonopods in lateral view. G. Tip of the long spine-like process of the posterior gonopod. H. Posterior gonopods in posterior view. I. As H, in anterior view. J. Detail of the mesal sternal part of the gonopods. Abbreviations: C = coxal process; T = telepodite; f = flagellum; s = setae; dp = distal process. Scale bars: A–D, F, H–I = 10 μm; E, G, J = 1 μm.
ScienceDex guides
Understand access before you commit
These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.