cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.14457/rmutk.res.2016.5
title: ระบบจ่ายไฟสำหรับปรับความสว่างหลอดไฟแอลอีดีโดยใช้วงจรคอนเวอร์เตอร์แบบสองภาค : รายงานการวิจัย โครงการวิจัยเรื่อง

description: งานวิจัยนี้นำเสนอชุดปรับความสว่างหลอดไฟแอลอีดี 18 โดยใช้รีโมทคอนโทรลโดยมีแปลงผันแรงดันไฟฟ้ากระแสสลับเป็นกระแสตรงโดยใช้วงจรเรียงกระแสก่อนถูกส่งไปยังชุดปรับความสว่างชุดปรับความสว่างสร้างสัญญาณมอคูเลตความกว้างพัลส์ (Pulse Width Modulation, PwM) เพื่อควบคุมการสวิตช์ของมอสเฟตด้วยไมโครคอนโทรลเลอร์ โดยการใช้โมดูลสร้าง สัญญาณมอดูเลตความกว้างพัลส์เพื่อไปขับวงจรแปลงผันแรงดันไฟฟ้ากระแสสลับเป็นแรงดัน กระแสตรง ให้ได้แรงดันเอาต์พุตกระแสตรงออกประมาณ 12 โวลต์ ไปขับหลอดไฟแอลอีดี T8 และ ใช้รึโมทคอนโทรลควบคุมแสงสว่างของหลอดไฟแอลอีดี T8 ได้ 0-100 เปอร์เซ็นต์
DOI: 10.15468/dl.wk7vpd
title: Occurrence Download

description: A dataset containing 1075 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia mearnsii De Wild.",
 "Country is Réunion",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 1075 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002743-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/c9a3c6a6-f5cb-4273-8d05-38f18319a45a
title: Data and code underlying the publication "Transit Fares and Space-Time Accessibility: measuring inequalities in park accessibility for São Paulo Favela Residents using Mobile Phone and Smart Card Data"

description: This dataset is associated with the paper "Transit Fares and Space-Time Accessibility: measuring inequalities in park accessibility for São Paulo Favela Residents using Mobile Phone and Smart Card Data." It contains the data we used as input and the code we wrote, but due to security issues, we do not share the Mobile Phone Data and the Smart Card Data themselves. The paper examines the role of transit fares in shaping inequalities in public transport accessibility to parks in São Paulo.
DOI: 10.4121/c9a3c6a6-f5cb-4273-8d05-38f18319a45a.v1
title: Data and code underlying the publication "Transit Fares and Space-Time Accessibility: measuring inequalities in park accessibility for São Paulo Favela Residents using Mobile Phone and Smart Card Data"

description: This dataset is associated with the paper "Transit Fares and Space-Time Accessibility: measuring inequalities in park accessibility for São Paulo Favela Residents using Mobile Phone and Smart Card Data." It contains the data we used as input and the code we wrote, but due to security issues, we do not share the Mobile Phone Data and the Smart Card Data themselves. The paper examines the role of transit fares in shaping inequalities in public transport accessibility to parks in São Paulo.
DOI: 10.12751/g-node.blyb8p
title: Mu and delta opioid receptors modulate inhibition within the prefrontal cortex through dissociable cellular and molecular mechanisms

description: The endogenous opioid system regulates behaviors that rely on prefrontal cortex (PFC) function. Previous studies have described opioid receptor expression within cortical GABAergic interneurons, but a detailed understanding of how Mu, Delta, and Kappa opioids regulate different interneuron subtypes and cortical microcircuits has not been reported. We use whole-cell patch-clamp electrophysiology, genetically engineered mice, and optogenetics to assess MOR, DOR, and KOR regulation of PFC inhibitory transmission, demonstrating that MOR and DOR inhibition of interneurons display qualitative and quantitative variation across GABAergic circuits within mouse prelimbic PFC.
description: IsSupplementTo: Cole RH, Joffe ME. Mu and delta opioid receptors modulate inhibition within the prefrontal cortex through dissociable cellular and molecular mechanisms. bioRxiv. https://doi.org/10.1101/2024.10.17.618870.
DOI: 10.15468/dl.2zafn3
title: Occurrence Download

description: A dataset listing the 6343 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "TaxonKey is Asteraceae"
 ]
}

 The dataset's 6343 records were derived from 181 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002744-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vksps5
title: Occurrence Download

description: A dataset containing 681 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Month is one of (March, April, May, June, July)",
 "OccurrenceStatus is Present",
 "TaxonKey is Pericrocotus tegimae Stejneger, 1887",
 "Year 1990-2021"
 ]
}

 The dataset includes 681 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002745-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z5tb8n
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is MGC Herbarium of University of Malaga (Spain): MGC-Briof dataset",
 "TaxonKey is Bartramia Hedw."
 ]
}

 The dataset includes 12 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002746-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/10771947
title: Hacker News Cumulative Data
DOI: 10.15468/dl.9949vq
title: Occurrence Download

description: A dataset containing 1262 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Saposhnikovia divaricata (Turcz.) Schischk."
 ]
}

 The dataset includes 1262 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002747-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25519/zhz3-tb92
title: Dome permeability and fluid circulation at la Soufrière de Guadeloupe implied from soil CO2 degassing, thermal flux and self-potential 

description: This dataset was created from self-potential, soil CO2 and thermal data acquired between May 2022 and May 2023 on the summit of la Soufrière de Guadeloupe.
This dataset has been acquired during fieldwork for the PhD thesis of Amelie Klein (OPGC-LMV, 2021--2024).
DOI: 10.15468/dl.uyvd3t
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Europe",
 "Country is Spain",
 "OccurrenceStatus is Present",
 "TaxonKey is Narcissus pseudonarcissus subsp. nobilis (Haw.) A.Fern.",
 "Year 1997-2025"
 ]
}

 The dataset includes 95 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002748-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h5pjz7
title: Occurrence Download

description: A dataset containing 2798 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "OccurrenceStatus is Present",
 "TaxonKey is Vespa velutina Lepeletier, 1836"
 ]
}

 The dataset includes 2798 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002749-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25625/krtnyq/0xqp76
title: Triethylamine-0.2hPa-H2O-0.4hPa-He-750hPa-p_s-750hPa-1000.dpt

description: :unav
DOI: 10.25625/krtnyq/4nphcc
title: EEEN3.xyz

description: :unav
DOI: 10.25625/krtnyq/5g33ts
title: 1-Methylpiperidine-0.2hPa-18Owater-0.4hPa-He-750hPa-p_s-750hPa-800.dpt

description: :unav
DOI: 10.25625/krtnyq/5qlexm
title: Triisopropylamine-0.2hPa-H2O-0.4hPa-He-750hPa-p_s-750hPa-400.dpt

description: :unav
DOI: 10.25625/krtnyq/9bjiom
title: MN4+H2O.xyz

description: :unav
DOI: 10.25625/krtnyq/bmpitz
title: 1-Azabicyclooctane-0.1hPa-18Owater-0.4hPa-He-750hPa-p_s-750hPa-800.dpt

description: :unav
DOI: 10.25625/krtnyq/dfnlqx
title: tert-Butyldimethylamine-0.2hPa-D2O-0.4hPa-Ne-400hPa-p_s-400hPa-500.dpt

description: :unav
DOI: 10.25625/krtnyq/ezxm7d
title: MMCN+H2O.xyz

description: :unav
DOI: 10.25625/krtnyq/ffjtzj
title: 1-Methylpiperidine-0.2hPa-D2O-0.8hPa-He-750hPa-p_s-750hPa-700.dpt

description: :unav
DOI: 10.25625/krtnyq/fkyzic
title: 1-Azabicyclooctane-0.1hPa-H2O-0.1hPa-He-750hPa-p_s-750hPa-800.dpt

description: :unav
DOI: 10.25625/krtnyq/g5xdjz
title: EEEN1.xyz

description: :unav
DOI: 10.25625/krtnyq/h7bshb
title: MN5+H2O.xyz

description: :unav
DOI: 10.25625/krtnyq/hj8z0x
title: N,N-Dimethylethylamine-0.2hPa-H2O-0.4hPa-He-750hPa-p_s-750hPa-700.dpt

description: :unav
DOI: 10.25625/krtnyq/i6ekk3
title: EEEN2.xyz

description: :unav
DOI: 10.25625/krtnyq/kflsav
title: MN5MMMM+MeOH.xyz

description: :unav
DOI: 10.25625/krtnyq/klol8f
title: README_Raman_Spectra.md

description: :unav
DOI: 10.25625/krtnyq/l4rwx9
title: N,N-Dimethylcyclohexylamine-0.2hPa-H2O-0.2hPa-He-750hPa-p_s-750hPa-1000.dpt

description: :unav
DOI: 10.25625/krtnyq/lhgbpl
title: Triisopropylamine-0.2hPa-H2O-0.7hPa-He-750hPa-p_s-750hPa-2000.dpt

description: :unav
DOI: 10.25625/krtnyq/llcrl1
title: IIIN.xyz

description: :unav
DOI: 10.25625/krtnyq/m1ik3f
title: 1-Methylpyrrolidine-0.2hPa-D2O-0.4hPa-Ne-400hPa-p_s-400hPa-200.dpt

description: :unav
DOI: 10.25625/krtnyq/megm1m
title: 1-Methylpyrrolidine-0.2hPa-MeOH-0.1hPa-Ne-400hPa-p_s-400hPa-500.dpt

description: :unav
DOI: 10.25625/krtnyq/moobfi
title: N,N-Dimethylcyclohexylamine-0.2hPa-D2O-0.8hPa-He-750hPa-p_s-750hPa-400.dpt

description: :unav
DOI: 10.25625/krtnyq/mrwvqt
title: tert-Butyldimethylethylamine-0.2hPa-MeOH-0.2hPa-Ne-400hPa-p_s-400hPa-500.dpt

description: :unav
DOI: 10.25625/krtnyq/n9zmwa
title: MMTN+H2O.xyz

description: :unav
DOI: 10.25625/krtnyq/nyrj88
title: 1,2,2,6,6-Pentamethylpiperidine-0.2hPa-MeOH-0.2hPa-Ne-400hPa-p_s-400hPa-500.dpt

description: :unav
DOI: 10.25625/krtnyq/ofsb23
title: 1-Methylpyrrolidine-0.2hPa-H2O-0.4hPa-He-750hPa-p_s-750hPa-1000.dpt

description: :unav
DOI: 10.25625/krtnyq/qnxs3l
title: 1,2,2,6,6-Pentamethylpiperidine-0.2hPa-D2O-0.4hPa-Ne-400hPa-p_s-400hPa-500.dpt

description: :unav
DOI: 10.25625/krtnyq/rfpreg
title: 1-Azabicyclooctane-0.1hPa-H2O-0.4hPa-He-750hPa-p_s-750hPa-800.dpt

description: :unav
DOI: 10.25625/krtnyq/rtvo3c
title: MMEN.xyz

description: :unav
DOI: 10.25625/krtnyq/ssxmi6
title: tert-Butyldimethylamine-0.1hPa-H2O-0.2hPa-Ne-400hPa-p_s-400hPa-800.dpt

description: :unav
DOI: 10.25625/krtnyq/u6klle
title: N,N-Dimethylcyclohexylamine-0.1hPa-MeOH-0.1hPa-Ne-400hPa-p_s-400hPa-700.dpt

description: :unav
DOI: 10.25625/krtnyq/wwbm3s
title: MN5MMMM.xyz

description: :unav
DOI: 10.25625/krtnyq/xxcx2k
title: 1-Methylpiperidine-0.2hPa-H2O-0.4hPa-He-750hPa-p_s-750hPa-800.dpt

description: :unav
DOI: 10.25625/krtnyq/yvxf5o
title: N,N-Dimethylisopropylamine-0.2hPa-H2O-0.4hPa-He-750hPa-p_s-750hPa-900.dpt

description: :unav
DOI: 10.25625/krtnyq/0v5z94
title: 2024-03-18_1306+1430_tBuDMA_0p4mbar_He_520mbar_9mbar_d2mm_P20W_sw100mum_gt500_wl639nm_600s_processed_baseline_corrected.csv

description: Raman spectrum Figure S11, w/o water
DOI: 10.25625/krtnyq/23ytux
title: tert-Butyldimethylamine-0.2hPa-H2O-0.2hPa-He-750hPa-p_s-750hPa-800.dpt

description: :unav
DOI: 10.25625/krtnyq/6iuwnw
title: MMIN_a.xyz

description: :unav
DOI: 10.25625/krtnyq/6tayv1
title: MMIN_a+H2O.xyz

description: :unav
DOI: 10.25625/krtnyq/9aptwt
title: MMCN+MeOH.xyz

description: :unav
DOI: 10.25625/krtnyq/bbap3n
title: amine-water-fermi-analysis.tar.gz

description: Deperturbation analysis notebook and associated files, referenced in Part 3 of the ESI
DOI: 10.25625/krtnyq/c9qhd1
title: 1-Methylpiperidine-0.2hPa-He-750hPa-p_s-750hPa-800.dpt

description: :unav
DOI: 10.25625/krtnyq/fydpd5
title: MN4.xyz

description: :unav
DOI: 10.25625/krtnyq/glwddx
title: IIIN+H2O.xyz

description: :unav
DOI: 10.25625/krtnyq/gq808h
title: N,N-Dimethylcyclohexylamine-0.2hPa-He-750hPa-p_s-750hPa-900.dpt

description: :unav
DOI: 10.25625/krtnyq/neochm
title: MMTN.xyz

description: :unav
DOI: 10.25625/krtnyq/p2ewgg
title: MMIN_b+H2O.xyz

description: :unav
DOI: 10.25625/krtnyq/qu3k1o
title: 1,2,2,6,6-Pentamethylpiperidine-0.2hPa-H2O-0.4hPa-He-750hPa-p_s-750hPa-800.dpt

description: :unav
DOI: 10.25625/krtnyq/tfxx57
title: N555.xyz

description: :unav
DOI: 10.25625/krtnyq/wopmb1
title: EEEN1+H2O.xyz

description: :unav
DOI: 10.25625/krtnyq/wstjxc
title: MN5MMMM+H2O.xyz

description: :unav
DOI: 10.25625/krtnyq/zidarx
title: MN5.xyz

description: :unav
DOI: 10.25625/krtnyq
title: Reproduction data for publication: "The universal vibrational dynamics of water bound to tertiary amines: More than just Fermi resonance"

description: Experimental FTIR and Raman spectra as well as computed structures for complexes of tertiary amines with water and some of its isotopologues or with methanol.
DOI: 10.25625/krtnyq/6maw7f
title: N555+H2O.xyz

description: :unav
DOI: 10.25625/krtnyq/b4obaw
title: 2024-02-05_1600_MN4_2mbar_Ne_495mbar_5p9mbar_D23degC_d1mm_P18W_sw100μm_gt500_wl639nm_300s_processed.csv

description: Raman spectrum Figure 4, w/o water
DOI: 10.25625/krtnyq/cw48es
title: MN4+MeOH.xyz

description: :unav
DOI: 10.25625/krtnyq/edhncr
title: MMIN_b.xyz

description: :unav
DOI: 10.25625/krtnyq/pcefaf
title: MMEN+H2O.xyz

description: :unav
DOI: 10.25625/krtnyq/s9ezys
title: MMTN+MeOH.xyz

description: :unav
DOI: 10.25625/krtnyq/t0vflr
title: 2024-03-12_1830_tBuDMA_0p4mbar_H2O_0p8mbar_He_509mbar_9mbar_2xdiluted_d2mm_P20W_sw100mum_gt500_wl639nm_600s_processed_baseline_corrected.csv

description: Raman spectrum Figure S11, with water
DOI: 10.25625/krtnyq/tblwxg
title: EEEN2+H2O.xyz

description: :unav
DOI: 10.25625/krtnyq/tlrhxb
title: 2024-02-06_1328_MN4_1permil_H2O_2permil_Ne_504mbar_5p9mbar_d1mm_P20W_sw100μm_gt500_wl639nm_600s_processed.csv

description: Raman spectrum Figure 4, with water
DOI: 10.25625/krtnyq/u9cejn
title: MMCN.xyz

description: :unav
DOI: 10.25625/krtnyq/upkgli
title: EEEN3+H2O.xyz

description: :unav
DOI: 10.4119/unibi/3000774
title: Data removed
DOI: 10.15468/dl.46j8pb
title: Occurrence Download

description: A dataset containing 7275 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((73.39271 18.71633,73.37844 18.69741,73.37844 18.66497,73.39937 18.65236,73.41173 18.63613,73.41459 18.6127,73.44598 18.59196,73.45834 18.56672,73.48593 18.5577,73.49544 18.58746,73.50685 18.62081,73.51066 18.66497,73.5078 18.70552,73.47641 18.72984,73.4241 18.73525,73.39271 18.71633))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 7275 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002752-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.898tj2
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nepeta hispanica Boiss. & Reut.",
 "Geometry POLYGON((-4.57907617500001 39.884719509, -4.57907617500001 41.165844755, -3.05298331400002 41.165844755, -3.05298331400002 39.884719509, -4.57907617500001 39.884719509))"
 ]
}

 The dataset includes 67 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002753-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.58032/agh/9xb00b
title: Probing the local thermal expansion coefficient of single liquid Sn nanoparticles using EELS in STEM - replication data

description: The collected dataset, which was discussed and analyzed in the article
DOI: 10.15468/dl.t6usgc
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "Country is one of (Spain, Portugal)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Alnus incana (L.) Moench",
 "Year 1000-2016"
 ]
}

 The dataset includes 45 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002754-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14271621
title: Raw data for "AFM as a Multimetrological Platform" Manuscript

description: Attached are the raw scanning probe microscopy data, collected with different instruments. Each instrument has its own data format and needs to be processed to represent the data properly. The processing often includes, false-colour scale assignment, tilt and rotational corrections, and levelling. After processing, the analysis helps extracting the necessary information from the data such as dimensional and electrical properties, which when calibrated can be presented as images, maps or spectroscopy graphs in respective units.
DOI: 10.5281/zenodo.14271622
title: Raw data for "AFM as a Multimetrological Platform" Manuscript

description: Attached are the raw scanning probe microscopy data, collected with different instruments. Each instrument has its own data format and needs to be processed to represent the data properly. The processing often includes, false-colour scale assignment, tilt and rotational corrections, and levelling. After processing, the analysis helps extracting the necessary information from the data such as dimensional and electrical properties, which when calibrated can be presented as images, maps or spectroscopy graphs in respective units.
DOI: 10.5281/zenodo.14796060
title: Supplementary Data for: Dual-use virulence factors of the opportunistic pathogen Chromobacterium haemolyticum mediate haemolysis and colonization

description: Supplementary raw data for the publication "Dual-use virulence factors of the opportunistic pathogen Chromobacterium haemolyticum mediate haemolysis and colonization" (doi:)

Raw NMR and MS/MS data of jagaricin B-F, congeners of jagaricin A that were isolated in this study.
DOI: 10.5281/zenodo.14796059
title: Supplementary Data for: Dual-use virulence factors of the opportunistic pathogen Chromobacterium haemolyticum mediate haemolysis and colonization

description: Supplementary raw data for the publication "Dual-use virulence factors of the opportunistic pathogen Chromobacterium haemolyticum mediate haemolysis and colonization" (doi:)

Raw NMR and MS/MS data of jagaricin B-F, congeners of jagaricin A that were isolated in this study.
DOI: 10.5281/zenodo.14881897
title: Bhrashtachar Sushasan par Var
DOI: 10.5281/zenodo.14881898
title: Bhrashtachar Sushasan par Var
DOI: 10.5281/zenodo.14881962
title: Classification theory

description: Classification theory
DOI: 10.5281/zenodo.14881963
title: Classification theory

description: Classification theory
DOI: 10.3886/e212901v1
title: Supplementary materials for report “[.........]: Adoption and Diffusion of CGIAR-Related Agricultural Innovations in Viet Nam”

description: The report
DOI: 10.3886/e212901v2
title: Supplementary materials for report “SPIA Viet Nam Report: Global Ambitions, Sustainable Pathways”

description: The report provides a detailed assessment of CGIAR-related agricultural innovations in Viet Nam, building on a previous SPIA study. It covers innovations across diverse CGIAR domains, including aquaculture, breeding, climate adaptation, mechanization, and sustainable intensification. The study contextualizes Viet Nam’s rapid economic growth and agricultural transformation, emphasizing its strategic importance to CGIAR.<br><br>A stocktaking approach identified 78 innovations and 30 policy contributions linked to CGIAR research from 2003 to 2023, with 19 promising innovations examined for adoption potential. Using data from the Viet Nam Household Living Standards Survey (VHLSS), augmented with new modules and advanced methodologies such as DNA fingerprinting and geospatial analysis, the study quantified adoption patterns and socioeconomic characteristics of adopters. Of the 19 innovations, 10 were strongly attributed to CGIAR research.<br><br>The report offers a comprehensive overview of CGIAR’s impact in Viet Nam, focusing on the geographic reach and beneficiaries of its innovations while highlighting challenges in attributing outcomes to CGIAR amidst sector-wide contributions.
DOI: 10.3886/e212901v3
title: Supplementary materials for report “SPIA Viet Nam Report: Global Ambitions, Sustainable Pathways”

description: The repository hosts materials used in the SPIA Viet Nam Report 2024: Global Ambitions, Sustainable Pathways, available at this link. It complements a GitHub repository that reproduces the report's results (see here).<br>The report provides a detailed assessment of CGIAR-related agricultural innovations in Viet Nam, building on a previous SPIA study. It covers innovations across diverse CGIAR domains, including aquaculture, breeding, climate adaptation, mechanization, and sustainable intensification. The study contextualizes Viet Nam’s rapid economic growth and agricultural transformation, emphasizing its strategic importance to CGIAR.<br><br>A stocktaking approach identified 78 innovations and 30 policy contributions linked to CGIAR research from 2003 to 2023, with 19 promising innovations examined for adoption potential. Using data from the Viet Nam Household Living Standards Survey (VHLSS), augmented with new modules and advanced methodologies such as DNA fingerprinting and geospatial analysis, the study quantified adoption patterns and socioeconomic characteristics of adopters. Of the 19 innovations, 10 were strongly attributed to CGIAR research.<br><br>The report offers a comprehensive overview of CGIAR’s impact in Viet Nam, focusing on the geographic reach and beneficiaries of its innovations while highlighting challenges in attributing outcomes to CGIAR amidst sector-wide contributions.
DOI: 10.3886/e212901v4
title: Supplementary materials for report “SPIA Viet Nam Report: Global Ambitions, Sustainable Pathways”

description: The repository hosts materials used in the SPIA Viet Nam Report 2024: Global Ambitions, Sustainable Pathways, available at this link. It complements a GitHub repository that reproduces the report's results (see here).<br>The report provides a detailed assessment of CGIAR-related agricultural innovations in Viet Nam, building on a previous SPIA study. It covers innovations across diverse CGIAR domains, including aquaculture, breeding, climate adaptation, mechanization, and sustainable intensification. The study contextualizes Viet Nam’s rapid economic growth and agricultural transformation, emphasizing its strategic importance to CGIAR.<br><br>A stocktaking approach identified 78 innovations and 30 policy contributions linked to CGIAR research from 2003 to 2023, with 19 promising innovations examined for adoption potential. Using data from the Viet Nam Household Living Standards Survey (VHLSS), augmented with new modules and advanced methodologies such as DNA fingerprinting and geospatial analysis, the study quantified adoption patterns and socioeconomic characteristics of adopters. Of the 19 innovations, 10 were strongly attributed to CGIAR research.<br><br>The report offers a comprehensive overview of CGIAR’s impact in Viet Nam, focusing on the geographic reach and beneficiaries of its innovations while highlighting challenges in attributing outcomes to CGIAR amidst sector-wide contributions.