cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.k985wm
title: Occurrence Download

description: A dataset containing 3020 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Ambystoma talpoideum (Holbrook, 1838))"
 ]
}

 The dataset includes 3020 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005245-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jzk4mx
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Pseudotriton montanus montanus)"
 ]
}

 The dataset includes 141 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005244-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fa6c8x
title: Occurrence Download

description: A dataset containing 9074 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Flagellaria indica L."
 ]
}

 The dataset includes 9074 records from 173 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005241-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.47ukkc
title: Occurrence Download

description: A dataset containing 765593 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Xeno-canto - Bird sounds from around the world"
 ]
}

 The dataset includes 765593 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005226-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/28241
title: Chandra X-ray Observatory ObsId 28241

description: Constraining the supermassive black hole occupation fraction with post-merger galaxies
DOI: 10.34740/kaggle/ds/7254580
title: 🌤️🏙️ Capital Cities 75 Years Weather Data
DOI: 10.58053/mapbiomas/04qfxe
title: Cobertura e Uso da Terra nos Sítios Arqueológicos do Brasil

description: Destaques sobre a cobertura de vegetação nativa e antrópica no entorno dos sítios arqueológicos no Brasil
DOI: 10.15468/dl.dxp23j
title: Occurrence Download

description: A dataset containing 425 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Necturus beyeri Viosca, 1937)"
 ]
}

 The dataset includes 425 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005246-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13234225
title: data collection for eddy over-saturation + reduced gravity model

description: Data for "Over and under-saturation of circumpolar transport controlled by residual overturning".

The driver code uses FEniCS (https://fenicsproject.org/), which can be installed via a Python package manage such as Anaconda (https://www.anaconda.com/).
description: Funded by HK RGC grant 11308021.
DOI: 10.5281/zenodo.15304142
title: data collection for negative sensitivity + reduced gravity model

description: Data for "Negative sensitivity of Southern Ocean circumpolar transport to increased wind stress controlled by residual overturning".

The driver code uses FEniCS (https://fenicsproject.org/), which can be installed via a Python package manage such as Anaconda (https://www.anaconda.com/).
description: Funded by HK RGC grant 11308021.
DOI: 10.5281/zenodo.13234224
title: data collection for negative sensitivity + reduced gravity model

description: Data for "Negative sensitivity of Southern Ocean circumpolar transport to increased wind stress controlled by residual overturning".

The driver code uses FEniCS (https://fenicsproject.org/), which can be installed via a Python package manage such as Anaconda (https://www.anaconda.com/).
description: Funded by HK RGC grant 11308021.
DOI: 10.5281/zenodo.14264042
title: data collection for negative sensitivity / eddy over-saturation + reduced gravity model

description: Data for "Over and under-saturation of circumpolar transport controlled by residual overturning".

The driver code uses FEniCS (https://fenicsproject.org/), which can be installed via a Python package manage such as Anaconda (https://www.anaconda.com/).
description: Funded by HK RGC grant 11308021.
DOI: 10.34740/kaggle/dsv/11615264
title: Top10_Cryptocurrencies_03_2025
DOI: 10.15468/dl.ury7fa
title: Occurrence Download

description: A dataset containing 3020 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Ambystoma talpoideum (Holbrook, 1838))"
 ]
}

 The dataset includes 3020 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005248-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ajw6hs
title: Occurrence Download

description: A dataset containing 962 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ficus annulata Blume"
 ]
}

 The dataset includes 962 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005249-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vyp2vn
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Pseudotriton montanus montanus)"
 ]
}

 The dataset includes 141 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005247-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.29n6u4
title: Occurrence Download

description: A dataset containing 2027 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ficus auriculata Lour."
 ]
}

 The dataset includes 2027 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005250-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.29yegc
title: Occurrence Download

description: A dataset containing 5993 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ficus benghalensis L."
 ]
}

 The dataset includes 5993 records from 170 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005251-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kct8jf
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pinus uncinata subsp. uliginosa (Neumann ex Wimm.) Businský, Pinus uncinata subsp. uncinata, Pittosporum tobira var. calvescens Ohwi, Pittosporum ×monae Rock ex H.St.John, Pityrogramma chrysophylla var. chrysophylla)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 39 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005252-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t2tnfy
title: Occurrence Download

description: A dataset containing 425 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Necturus beyeri Viosca, 1937)"
 ]
}

 The dataset includes 425 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005256-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/42450
title: Chandra X-ray Observatory ObsId 42450
DOI: 10.15468/dl.5ab2ce
title: Occurrence Download

description: A dataset containing 475580 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 PRINTF('%04d-%02d', "year", "month") yearmonth,
 GBIF_EEARGCODE(100000, decimallatitude, decimallongitude, 0.0) eeacellcode,
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, GBIF_EEARGCODE(100000, decimallatitude, decimallongitude, 0.0), PRINTF('%04d-%02d', "year", "month"))) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, GBIF_EEARGCODE(100000, decimallatitude, decimallongitude, 0.0), PRINTF('%04d-%02d', "year", "month"))) phylumcount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.basisofrecord IN ('OBSERVATION', 'HUMAN_OBSERVATION', 'MACHINE_OBSERVATION', 'OCCURRENCE')
 AND GBIF_WITHIN('POLYGON((-10 30,40 30,40 75,-10 75,-10 30))', occurrence.decimallatitude, occurrence.decimallongitude) = TRUE
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence.taxonkey = 212 OR occurrence.acceptedtaxonkey = 212 OR occurrence.kingdomkey = 212 OR occurrence.phylumkey = 212 OR occurrence.classkey = 212 OR occurrence.orderkey = 212 OR occurrence.familykey = 212 OR occurrence.genuskey = 212 OR occurrence.specieskey = 212)
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND (occurrence.classkey IS NOT NULL AND occurrence."year" IS NOT NULL AND occurrence."month" IS NOT NULL AND occurrence.hascoordinate = TRUE)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 PRINTF('%04d-%02d', "year", "month"),
 GBIF_EEARGCODE(100000, decimallatitude, decimallongitude, 0.0)

 The dataset's 475580 records were derived from 10841 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005200-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y9658p
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025076-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.oacsr7
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025058-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wjpjh3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "ScientificName" : [
 "is Hemitriccus mirandae"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022400-200221144449610/datasets/export for details.
DOI: 10.15468/dl.hlgvlv
title: Occurrence Download

description: A dataset containing 549161628 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 549161628 records from 12306 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009838-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/6cj-w59-6fk
title: Agrimonia eupatoria L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/l8d-s3b-kyh
title: Aira elegans Willd. ex Roem. & Schult.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/k2d-hrs-0aq
title: Aremonia agrimonoides subsp. agrimonoides

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/xf3-yqb-rvt
title: Agrimonia eupatoria L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/fgw-g7g-gab
title: Aremonia agrimonoides subsp. agrimonoides

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/7gx-8rt-rwd
title: Aremonia agrimonoides subsp. agrimonoides

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/989-hdk-380
title: Amaranthus hybridus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/mqz-xkt-69m
title: Odontarrhena muralis (Waldst. & Kit.) Endl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/qyf-dhh-san
title: Odontarrhena muralis (Waldst. & Kit.) Endl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/l1z-4pg-1e6
title: Aegilops caudata L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/vew-mka-b8p
title: Anthoxanthum odoratum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/c72-tgg-lbv
title: Aegilops caudata L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/6a5-h3k-cm3
title: Anthoxanthum odoratum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/p97-fva-n8p
title: Alyssum trichostachyum Rupr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/0bg-l3r-537
title: Anthoxanthum odoratum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/twt-1ry-gxp
title: Alyssum trichostachyum Rupr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/n51-hlk-76e
title: Aegilops caudata L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/get-s9h-0hr
title: Arenaria serpyllifolia L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/xyf-cb5-zqj
title: Aegilops caudata L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/07v-d0x-x1l
title: Aegilops caudata L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/b0v-zge-7h4
title: Aegilops geniculata Roth

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/cev-s67-c8r
title: Arenaria serpyllifolia L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/z87-z7y-yd2
title: Aegilops geniculata Roth

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/q4h-x3y-gq5
title: Aegilops caudata L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/246-e40-b9n
title: Arenaria leptoclados (Rchb.) Guss.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/g95-yjs-b47
title: Aegilops geniculata Roth

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ka6-ta7-yrg
title: Aegilops geniculata Roth

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/r2m-q3c-mra
title: Aegilops caudata L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/30f-924-5q9
title: Odontarrhena muralis (Waldst. & Kit.) Endl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/d6y-w2t-fz4
title: Arenaria leptoclados (Rchb.) Guss.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/xka-xe6-9e6
title: Aegilops caudata L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/209-dlc-tb8
title: Aegilops caudata L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/znq-esc-5mt
title: Arenaria serpyllifolia L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/5hk-x87-2tr
title: Aegilops caudata L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wdp-w9a-43h
title: Arenaria serpyllifolia L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/g83-vxw-mw7
title: Aegilops caudata L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/dne-40c-80y
title: Arenaria serpyllifolia L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/p09-w7n-0z7
title: Arenaria leptoclados (Rchb.) Guss.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/f8s-mky-p80
title: Arenaria leptoclados (Rchb.) Guss.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/zsm-x53-2hl
title: Arenaria leptoclados (Rchb.) Guss.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/jne-wnf-zvf
title: Anthriscus sylvestris subsp. sylvestris

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/c72-fna-yh2
title: Alyssum strigosum Banks & Sol.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/fqa-6l4-pjj
title: Alyssum strigosum Banks & Sol.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/8tg-26e-807
title: Alyssum strigosum Banks & Sol.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/57e-2ny-6wt
title: Alyssum simplex Rudolphi

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/eml-5k4-l24
title: Alyssum simplex Rudolphi

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.5517/cc10cpgj
title: CCDC 934757: Experimental Crystal Structure Determination

description: Related Article: Xitao Liu, Xinqiang Wang, Xin Yin, Shaojun Zhang, Lei Wang, Luyi Zhu, Guanghui Zhang, Dong Xu|2014|J.Mater.Chem.C|2|723|doi:10.1039/C3TC31433B
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc10cprt
title: CCDC 934766: Experimental Crystal Structure Determination

description: Related Article: Xitao Liu, Xinqiang Wang, Xin Yin, Shande Liu, Wen He, Luyi Zhu, Guanghui Zhang, Dong Xu|2014|CrystEngComm|16|930|doi:10.1039/C3CE41896K
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc10cs7d
title: CCDC 934843: Experimental Crystal Structure Determination

description: Related Article: Zhu-Yan Zhang, Zhao-Peng Deng, Xian-Fa Zhang, Li-Hua Huo, Hui Zhao, Shan Gao|2014|CrystEngComm|16|359|doi:10.1039/C3CE41774C
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.7910/dvn/qtgqkg
title: Nature+ Quantitative Baseline Survey, India

description: In 2023, the Nature Positive Solutions (Nature+) Baseline survey was conducted in India, specifically focusing on the districts of Ahmednagar, Nashik, and Nandurbar in Maharashtra. The primary objective of the study was to assess the socio-economic conditions and agricultural systems in these regions, establishing a baseline to guide ongoing Nature+ interventions. &lt;/p&gt;
The survey encompassed 1,228 smallholder farmer households, comprising 610 treated and 618 control households.
Data collection utilized a two-stage sampling method and evaluated a range of variables, including socio-economic characteristics, agricultural practices, land use, nutrition, and the adoption of Nature+ practices. This comprehensive data will facilitate the assessment of Nature+ impacts on inclusion, poverty alleviation, food security, livelihoods, and environmental sustainability.&lt;/p&gt;
In addition, the survey included interviews with 27 communities, gathering information on socio-demographic characteristics, access to essential services, land ownership patterns, agricultural practices, extension services, and community-wide shocks.&lt;/p&gt;
All monetary values are reported in Indian Rupees (INR).
description: Household- and Community-level Surveys
description: STATA, 17