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zenodo40/100

Covid19Kerala.info-Data: A collective open dataset of COVID-19 outbreak in the south Indian state of Kerala

<p>Covid19Kerala.info-Data is a consolidated multi-source open dataset of metadata from the COVID-19 outbreak in the Indian state of Kerala. It is created and maintained by volunteers of &lsquo;Collective for Open Data Distribution-Keralam&rsquo; (CODD-K), a nonprofit consortium of individuals formed for the distribution and longevity of open-datasets. Covid19Kerala.info-Data covers a set of correlated temporal and spatial metadata of SARS-CoV-2 infections and prevention measures in Kerala. Static releases of this dataset snapshots are manually produced from a live database maintained as a set of publicly accessible Google sheets. This dataset is made available under the Open Data Commons Attribution License v1.0 (ODC-BY 1.0).&nbsp;<br> <br> <strong>Schema and data package</strong><br> Datapackage with schema definition is accessible at&nbsp; <a href="https://codd-k.github.io/covid19kerala.info-data/datapackage.json">https://codd-k.github.io/covid19kerala.info-data/datapackage.json</a>. Provided datapackage and schema are based on <a href="https://specs.frictionlessdata.io/data-package/">Frictionless data Data Package specification</a>.</p> <p><strong>Temporal and Spatial Coverage&nbsp;</strong></p> <p>This dataset covers COVID-19 outbreak and related data from the state of Kerala, India, from January 31, 2020 till the date of the publication of this snapshot. The dataset shall be maintained throughout the entirety of the COVID-19 outbreak.&nbsp;&nbsp;</p> <p>The spatial coverage of the data lies within the geographical boundaries of the Kerala state which includes its 14 administrative subdivisions. The state is further divided into Local Self Governing (LSG) Bodies. Reference to this spatial information is included on appropriate data facets. Available spatial information on regions outside Kerala was mentioned, but it is limited as a reference to the possible origins of the infection clusters or movement of the individuals.&nbsp;&nbsp;</p> <p><strong>Longevity and Provenance&nbsp;</strong></p> <p>The dataset snapshot releases are published and maintained in a designated GitHub repository maintained by CODD-K team. Periodic snapshots from the live database will be released at regular intervals. The GitHub commit logs for the repository will be maintained as a record of provenance, and archived repository will be maintained at the end of the project lifecycle for the longevity of the dataset.</p> <p><strong>Data Stewardship&nbsp;</strong></p> <p>CODD-K expects all administrators, managers, and users of its datasets to manage, access, and utilize them in a manner that is consistent with the consortium&rsquo;s need for security and confidentiality and relevant legal frameworks within all geographies, especially Kerala and India. As a responsible steward to maintain and make this dataset accessible&mdash; CODD-K absolves from all liabilities of the damages, if any caused by inaccuracies in the dataset.&nbsp;</p> <p><strong>License&nbsp;</strong></p> <p>This dataset is made available by the CODD-K consortium under ODC-BY 1.0 license. The Open Data Commons Attribution License (ODC-By) v1.0 ensures that users of this dataset are free to copy, distribute and use the dataset to produce works and even to modify, transform and build upon the database, as long as they attribute the public use of the database or works produced from the same, as mentioned in the citation below.&nbsp;</p> <p><strong>Disclaimer&nbsp;</strong></p> <p>Covid19Kerala.info-Data is provided under the ODC-BY 1.0 license as-is. Though every attempt is taken to ensure that the data is error-free and up to date, the CODD-K consortium do not bear any responsibilities for inaccuracies in the dataset or any losses&mdash;monetary or otherwise&mdash;that users of this dataset may incur.&nbsp;</p>

openodc-bySep 2020View details →
zenodo40/100

Fig. 3 in Sensory Structures On The Antenniform Legs Of Whip Spider Phrynichus Phipsoni (Arachnida, Amblypygi) From The Indian State Of Goa: Scanning Electron Microscopic Elucidation

Fig. 3. Sensory assembly on the whip (Antenniform leg) of Phrynichus phipsoni from Goa, India: 8 — rod sensilla within groove, 9 — plate organ, 10 — slit sensilla, 11 — trichobothria, 12 — sockets of trichobothria

opencc-by-4.0Nov 2023View details →
zenodo40/100

Fig. 1 in Sensory Structures On The Antenniform Legs Of Whip Spider Phrynichus Phipsoni (Arachnida, Amblypygi) From The Indian State Of Goa: Scanning Electron Microscopic Elucidation

Fig. 1. Resting captive specimen of whip spider Phrynichus phipsoni (Pocock, 1894). Note the whip like configuration, position, and length of the antenniform first pair of non-ambulatory leg. The various segments have been marked for reference: 1 — vertically raised femur; 2 — femur-patella-tibia joint; 3 — tibia; 4 — tibio-tarsal articulation; 5 — tarsus; 6 — distal tarsal tip.

opencc-by-4.0Nov 2023View details →
zenodo40/100

Fig. 2 in Sensory Structures On The Antenniform Legs Of Whip Spider Phrynichus Phipsoni (Arachnida, Amblypygi) From The Indian State Of Goa: Scanning Electron Microscopic Elucidation

Fig. 2. Sensory assembly on the whip (Antenniform leg) of Phrynichus phipsoni from Goa, India: 1 — terminal tarsal claw; 2 — bristles; 3 — leaf like sensilla; 4 — pore sensilla; 5 — club sensilla; 6 — tarsal organ; 7 — pit organ.

opencc-by-4.0Nov 2023View details →
zenodo40/100

Figure 2 in New distributional records of Megachile Latreille, 1802 (Apoidea: Megachilidae) from Indian States

Figure 2. Megachile species from India. (f) M. hera ♂ (dorsal view); (g.i) M. vera ♀ (dorsal view); (g.ii) M. vera ♀ (lateral view); (h) M. gathela ♀ (dorsal view); (i) M. lanata ♂ (dorsal view); (j) M. lanata ♀ (dorsal view).

opencc-by-4.0Dec 2021View details →
zenodo40/100

Figure 1 in New distributional records of Megachile Latreille, 1802 (Apoidea: Megachilidae) from Indian States

Figure 1. Megachile species from India. (a) M. laticeps ♀ (dorsal view); (b) M. disjuncta ♂ (dorsal view); (c) M. fraterna ♀ (dorsal view); (d) M. coelioxysides ♀ (dorsal view); (e.i) M. hera ♀ (dorsal view); (e.ii) M. hera ♀ (lateral view).

opencc-by-4.0Dec 2021View details →
zenodo40/100

Figure 3 in New distribution record of Indian Tortoiseshell Aglais caschmirensis aesis (Fruhstorfer, 1912) (Lepidoptera: Nymphalidae) from the state of Assam, India

Figure 3. Elevation records of Aglais caschmirensis aesis (Fruhstorfer, 1912) from the North-eastern region of India. / Registros de elevación de Aglais caschmirensis aesis (Fruhstorfer, 1912) en el noreste de la India.

opencc-by-4.0May 2021View details →
zenodo40/100

Figure 2 in New distribution record of Indian Tortoiseshell Aglais caschmirensis aesis (Fruhstorfer, 1912) (Lepidoptera: Nymphalidae) from the state of Assam, India

Figure 2. Locations of Aglais caschmirensis aesis from the North-eastern region of India. The green circles indicate the first record of A. c. aesis from Assam. The blue triangles are the locations of A. c. aesis derived from online sources (Vallapil &amp; Kunte 2021) and published articles (see Fig. 3) to map the distribution of the species in the North-eastern region of India. / Ubicación de Aglais caschmirensis aesis en el noreste de la India. Los cÍrculos verdes indican el primer registro de A. c. aesis de Assam. Los triángulos azules son las ubicaciones de A. c. aesis derivada de fuentes en lÍnea (Vallapil &amp; Kunte 2021) y artÍculos publicados (ver Fig. 3) para mapear la distribución de la especie en el noreste de la India.

opencc-by-4.0May 2021View details →
zenodo40/100

Figure 1 in New distribution record of Indian Tortoiseshell Aglais caschmirensis aesis (Fruhstorfer, 1912) (Lepidoptera: Nymphalidae) from the state of Assam, India

Figure 1. Indian Tortoiseshell Aglais caschmirensis aesis (Fruhstorfer, 1912) (upperwing view) at Jalan Tea Estate, Dibrugarh, Assam, India. /Aglais caschmirensis aesis (Fruhstorfer, 1912) (vista superior) en Jalan Tea Estate, Dibrugarh, Assam, India.

opencc-by-4.0May 2021View details →
zenodo40/100

Figure 3 in Distribution of the Indian Bustard Ardeotis nigriceps (Gruiformes: Otididae) in Gujarat State, India

Figure 3. Shrinking of distribution range of Indian Bustard in Gujarat. Maps adapted from 3(a) - Dharmakumarsinhiji (1957); 3(b) - Rahmani &amp; Manakadan (1990); 3(c) - Rahmani &amp; Manakadan (1990) and Rahmani (2001); Incidental sightings of the species of 2005 and 2008 have not been shown in the map which indicates 3(d) - distribution from 2001 onwards; 3(e) - Based on present study and incidental sighting.

opencc-by-4.0Sep 2011View details →
zenodo40/100

Cotton data for the Indian states of Andhra Pradesh, Gujarat, Karnataka, Maharashtra, and Madhya Pradesh for years 1999-2014

<p>Dataset cited by Gutierrez et al. (2023) and based on&nbsp;1999-2014 statewide Indian Ministry of Agriculture data (NIC 2022) from Andhra Pradesh, Gujarat, Karnataka, Maharashtra, and Madhya Pradesh in central and southern India where most cotton is rainfed. This dataset is used by Gutierrez et al. (2023) to show&nbsp;that average yields increased with kg fertilizer ha<sup>&minus;1</sup>, percent of irrigated land, and average June-December monsoon rainfall, and that though not significant, yields decreased with kg insecticide ha<sup>&minus;1</sup>&nbsp;(Gutierrez et al. 2020). Furthermore, adjusted farmer suicides corrected for area of cotton cultivation across the states were negatively correlated with yield and net revenues (Gutierrez et al. 2020).</p> <p>The dataset is provided as&nbsp;an&nbsp;XLSX worksheet.</p> <p>References:</p> <p>Gutierrez AP, Ponti L, Kranthi KR, et al (2020) Bio-economics of Indian hybrid Bt cotton and farmer suicides. Environmental Sciences Europe 32:139. https://doi.org/10.1186/s12302-020-00406-6</p> <p>NIC National Informatics Centre, Government of India (2022) Open Government Data (OGD) Platform India: Agriculture. https://data.gov.in/sector/Agriculture. Accessed 7 Nov 2022</p> <div> <div>Gutierrez, A. P., Kenmore, P. E., &amp; Ponti, L. (2023). Hybrid Bt cotton is failing in India: cautions for Africa. <em>Environmental Sciences Europe</em>, <em>35</em>(1), 93. <a href="https://doi.org/10.1186/s12302-023-00804-6">https://doi.org/10.1186/s12302-023-00804-6</a></div> </div> <p>&nbsp;</p>

opencc-by-4.0Sep 2023View details →
zenodo36/100

Figure 2 in Distribution of the Indian Bustard Ardeotis nigriceps (Gruiformes: Otididae) in Gujarat State, India

Figure 2. Annual distriution of Indian Bustard in Kachchh (Gujarat) between 2006–2007

opencc-by-4.0Sep 2011View details →
zenodo36/100

Figure 1 in Distribution of the Indian Bustard Ardeotis nigriceps (Gruiformes: Otididae) in Gujarat State, India

Figure 1. Stuey area

opencc-by-4.0Sep 2011View details →
ClinicalTrials.gov36/100

MEDI-524 (Motavizumab) for the Prevention of Respiratory Sycytial Virus (RSV) Disease Among Native American Indian Infants in the Southwestern United States

ClinicalTrials.gov study NCT00121108. IPD Sharing: YES. Countries: 1. Publications: 1.

controlledIPD-YESFeb 2026View details →
zenodo32/100

FIGURE 14 in Description of three new species of the genus Mata Distant, 1906 (Hemiptera Cicadidae: Cicadinae: Oncotympanini) with notes on their natural history from Indian state of Meghalaya, India

FIGURE 14. Comparison of the Male Genitalia. A&amp;B: Mata lenonia sp. nov. Ventral and lateral side of the male genitalia of the holotype (NCBS-AH292). C&amp;D: Mata ruffordii sp. nov. Ventral and lateral side of the male genitalia of the holotype (NCBS-BI001). E&amp;F: Mata meghalayana sp. nov. Ventral and lateral side of the male genitalia of the holotype (NCBS-BH999). (A&amp;B: Copyright NCBS and photographed by Vivek Sarkar C,D,E&amp;F: Copyright and photographed by Vivek Sarkar.)

opennotspecifiedJan 2021View details →
zenodo32/100

FIGURE 10 in Description of three new species of the genus Mata Distant, 1906 (Hemiptera Cicadidae: Cicadinae: Oncotympanini) with notes on their natural history from Indian state of Meghalaya, India

FIGURE 10. Mata meghalayana sp. nov. A: Lateral view of holotype in habitus (NCBS-BH999). B: Dorsal view of holotype in habitus (NCBS-BH999). C: Ventral view of holotype in habitus (NCBS-BH999). D: Close up dorsal view of holotype in habitus (NCBS-BH999). (Copyright and photographed by Vivek Sarkar.)

opennotspecifiedJan 2021View details →
zenodo32/100

FIGURE 11 in Description of three new species of the genus Mata Distant, 1906 (Hemiptera Cicadidae: Cicadinae: Oncotympanini) with notes on their natural history from Indian state of Meghalaya, India

FIGURE 11. Mata meghalayana sp. nov. A: Close up lateral view of holotype in habitus (NCBS-BH999). B: Close up of the front of the head of holotype in habitus (NCBS-BH999). C: The holotype (NCBS-BH999) was attacked by a spider and fell off from higher canopy. D: Habitat. (Copyright and photographed by Vivek Sarkar.)

opennotspecifiedJan 2021View details →
zenodo32/100

FIGURE 8 in Description of three new species of the genus Mata Distant, 1906 (Hemiptera Cicadidae: Cicadinae: Oncotympanini) with notes on their natural history from Indian state of Meghalaya, India

FIGURE 8. Mata ruffordii sp. nov. A: Dorsal view of holotype (NCBS-BI001). B: Ventral view of holotype (NCBS-BI001). C: Lateral view of male timbal cover (NCBS-BI001). D: Dorsal view of male timbal cover (NCBS-BI001). (Copyright and photographed by Vivek Sarkar.)

opennotspecifiedJan 2021View details →
zenodo32/100

FIGURE 12 in Description of three new species of the genus Mata Distant, 1906 (Hemiptera Cicadidae: Cicadinae: Oncotympanini) with notes on their natural history from Indian state of Meghalaya, India

FIGURE 12. Mata meghalayana sp. nov. A: Dorsal view of holotype (NCBS-BH999). B: Ventral view of holotype (NCBS-BH999). C: Lateral view of male timbal cover (NCBS-BH999). D: Dorsal view of male timbal covering of holotype (NCBS-BH999). (Copyright and photographed by Vivek Sarkar.)

opennotspecifiedJan 2021View details →
zenodo32/100

FIGURE 7 in Description of three new species of the genus Mata Distant, 1906 (Hemiptera Cicadidae: Cicadinae: Oncotympanini) with notes on their natural history from Indian state of Meghalaya, India

FIGURE 7. Mata ruffordii sp. nov. A: Close up lateral view of paratype in habitus (NCBS-BI002). B: Close up of the front of the head of paratype in habitus (NCBS-BI002). C: A bat that has been captured while hunting this cicada. D: Habitat of the holotype (NCBS-BI001). (Copyright and photographed by Vivek Sarkar.)

opennotspecifiedJan 2021View details →

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Allen Brain Atlas

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allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

Annotated Behaviour and Observability Dataset (ABODe)

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abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

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.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

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.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

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.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record