cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/fhbvmpcyy2.1
title: ABCGMP Fruit and Leaf Disease Six Crop Dataset

description: Contributors: Dr. Neeta Nain
Research Scholars: Anand Kumar Jain
Institute: Malaviya National Institute of Technology Jaipur
Anadi Jain
Institute: Government women engineering College Ajmer ( Bikaner Technical University, Bikaner)
Domain Expert: Kota Agriculture University, Kota and Rajsthan Government Agriculture Department
Crops: Apple, Banana, Citrus, Guava, Mango, Papaya
Apple: Healthy Fruit, Disease Fruit, Healthy Leaf, Black Rot
Banana: Healthy Fruit, Disease Fruit, Healthy Leaf, cordana
Citrus: Healthy Fruit, Disease Fruit, Healthy Leaf, Cancker Leaf
Guava: Healthy Fruit, Disease Fruit, Healthy Leaf, Red Rust
Mango: Healthy Fruit, Disease Fruit, Healthy Leaf, Bacterial Canker
Papaya Disease: Ring Spot, Healthy leaf. Healthy Fruit, Disease Fruit.
Expert Ground-truth annotations, includ.ing soil health, humidity, nutrient deficiency, and pathological reports. Validated: 
 
Plant diseases affecting both fruit and leaf tissues pose a major threat to crop yield, quality, and sustainable agricultural production. To support the development of robust artificial intelligence (AI) and deep learning–based disease diagnosis systems, a six-crop fruit and leaf disease image dataset has been curated, encompassing Apple, Banana, Citrus, Guava, Mango, and Papaya crops. This dataset captures a wide range of disease symptoms, infection stages, and visual variations observed under real cultivation conditions, including differences in color, texture, shape, and lesion patterns on both leaves and fruits.
The inclusion of multiple fruit crops enhances cross-crop generalization, enabling models to learn both crop-specific and shared pathological characteristics. High intra-class and inter-class diversity in lighting, background, and disease severity makes the dataset well-suited for training and evaluating lightweight convolutional neural networks, attention-based models, and multi-crop disease classification frameworks. Overall, this six-crop dataset serves as a valuable benchmark for advancing automated, scalable, and accurate plant disease detection systems for precision agriculture and smart farming applications.
DOI: 10.25549/uschist-c104-230057
title: Southern California alumni review, vol. 26, no. 7 (1945 Mar.-Apr.)

description: Southern California alumni review, vol. 26, no. 7 (1945 March-April). Published ten times a year, monthly from September to June inclusive.
DOI: 10.17632/f9n5krj66g
title: Dataset for Topic Modelling and Fuzzy-Analytical Hierarchy Process

description: This Dataset supports the research findings presented in the manuscript. It contains the quantitative data collected via expert-driven surveys and subsequent computations used for the Multi-Criteria Decision-Making (MCDM) analysis.
DOI: 10.25549/uschist-c104-230060
title: Southern California alumni review, vol. 26, no. 7 (1945 Mar.-Apr.)

description: Southern California alumni review, vol. 26, no. 7 (1945 March-April). Published ten times a year, monthly from September to June inclusive.
DOI: 10.17632/f9n5krj66g.1
title: Dataset for Topic Modelling and Fuzzy-Analytical Hierarchy Process

description: This Dataset supports the research findings presented in the manuscript. It contains the quantitative data collected via expert-driven surveys and subsequent computations used for the Multi-Criteria Decision-Making (MCDM) analysis.
DOI: 10.25549/uschist-c104-230075
title: Southern California alumni review, vol. 26, no. 8 (1945 May)

description: Southern California alumni review, vol. 26, no. 8 (1945 May). Published ten times a year, monthly from September to June inclusive.
DOI: 10.17632/6y2hftfjzd
title: Total Oocyte Score (TOS)

description: The dataset contains raw data of Total Oocyte Score (TOS) to support Platelet-Rich Plasma (PRP) supplementation study. TOS between non-PRP vs 5% allogeneic PRP supplementation are measured based on scoring criteria (including oocyte morphology, oocyte size, ooplasm, perivitelline space, zona pellucida, polar body)
DOI: 10.17632/6y2hftfjzd.1
title: Total Oocyte Score (TOS)

description: The dataset contains raw data of Total Oocyte Score (TOS) to support Platelet-Rich Plasma (PRP) supplementation study. TOS between non-PRP vs 5% allogeneic PRP supplementation are measured based on scoring criteria (including oocyte morphology, oocyte size, ooplasm, perivitelline space, zona pellucida, polar body)
DOI: 10.15468/dl.u73cu3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polyplectropus tepequemensis",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031593-260208012135463/datasets/export for details.
DOI: 10.25549/uschist-c104-230077
title: Southern California alumni review, vol. 26, no. 8 (1945 May)

description: Southern California alumni review, vol. 26, no. 8 (1945 May). Published ten times a year, monthly from September to June inclusive.
DOI: 10.25549/uschist-c104-237104
title: Southern California alumni review, vol. 12, no. 5 (1931 Jan.)

description: Southern California alumni review, vol. 12, no. 5 (1931 January). Published monthly, except July and August.
DOI: 10.17632/j88h8hr2z5
title: AI news stories, Al Sharq Al Awsat

description: News stories about framing of AI extracted from Al Sharq Al Awsat between 2024 and 2025, using Nexis Uni
DOI: 10.25549/uschist-c104-237105
title: Southern California alumni review, vol. 12, no. 5 (1931 Jan.)

description: Southern California alumni review, vol. 12, no. 5 (1931 January). Published monthly, except July and August.
DOI: 10.17632/j88h8hr2z5.1
title: AI news stories, Al Sharq Al Awsat

description: News stories about framing of AI extracted from Al Sharq Al Awsat between 2024 and 2025, using Nexis Uni
DOI: 10.25549/uschist-c104-237116
title: Southern California alumni review, vol. 12, no. 5 (1931 Jan.)

description: Southern California alumni review, vol. 12, no. 5 (1931 January). Published monthly, except July and August.
DOI: 10.25549/uschist-c104-229751
title: Southern California alumni review, vol. 25, no. 8 (1944 Apr.)

description: Southern California alumni review, vol. 25, no. 8 (1944 April). Published ten times a year, monthly from September to June inclusive.
DOI: 10.25549/uschist-c104-229760
title: Southern California alumni review, vol. 25, no. 8 (1944 Apr.)

description: Southern California alumni review, vol. 25, no. 8 (1944 April). Published ten times a year, monthly from September to June inclusive.
DOI: 10.15468/dl.54de6v
title: Occurrence Download

description: A dataset containing 870 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Erythrina velutina)",
 {
 "or" : [
 "Continent is South America",
 "Continent is North America"
 ]
 },
 "Year is greater than or equal to 1850",
 "HasCoordinate is true"
 ]
}

 The dataset includes 870 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031594-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/uschist-c104-230027
title: Southern California alumni review, vol. 26, no. 6 (1945 Feb.)

description: Southern California alumni review, vol. 26, no. 6 (1945 February). Published ten times a year, monthly from September to June inclusive.
DOI: 10.25549/uschist-c104-230035
title: Southern California alumni review, vol. 26, no. 6 (1945 Feb.)

description: Southern California alumni review, vol. 26, no. 6 (1945 February). Published ten times a year, monthly from September to June inclusive.
DOI: 10.25549/uschist-c104-230036
title: Southern California alumni review, vol. 26, no. 6 (1945 Feb.)

description: Southern California alumni review, vol. 26, no. 6 (1945 February). Published ten times a year, monthly from September to June inclusive.
DOI: 10.17632/cjphmz856b
title: Dataset on Traffic Volumes, Congestion Penalties, Tailpipe Emissions, and Commuter Economic Impacts along the Satellite Town Corridors of Yaoundé, Cameroon

description: This dataset supports the research article, “Functional Centralization, Congestion, and Tailpipe Emissions: Evidence from Yaoundé, Cameroon.” It provides harmonized, analysis-ready data on traffic activity, congestion penalties, tailpipe emissions, and commuter economic impacts along the three principal satellite town corridors linking Soa, Mfou, and Mbankomo to Yaoundé’s metropolitan core.

The dataset integrates three complementary components collected between January and March 2025: (1) a roadside traffic and driver survey capturing hourly vehicle counts (by corridor and direction) using manual tallies and GPS time stamps across predefined time slots (06:00–07:00 through 19:00–22:00) over a full week; (2) a household survey of commuters residing in Soa, Mfou, and Mbankomo, covering demographics (age, gender, marital status, employment, income), one‑day travel diaries (trip origins/destinations, modes, purposes, durations), and expenditures (monthly transport spending and cost per trip); and (3) derived congestion and emissions indicators, including Stretch_Duration (minutes), Congestion_Penalty (minutes above free‑flow), and CO₂ estimates under multiple technology/operational tiers (e.g., Tier 1 baseline, Tier 1 + Delay, Tier 2), alongside aggregated exposure and cost metrics.

Emissions are computed by combining observed volumes, typical vehicle characteristics reported by drivers, and slot‑level speed/penalty profiles to estimate fuel use and CO₂. Congestion metrics summarize peak (07:00–10:00; 15:00–19:00), off‑peak (10:00–15:00), and evening (19:00–22:00) conditions for weekdays and weekends. Economic impact variables quantify commuter costs (cost per trip, monthly spending) and enable estimation of the Value of Time (VoT) via a multinomial logit (MNL) mode‑choice framework using trip duration, cost per trip, and income.

Data were digitized using KoboToolbox with double‑entry validation and screened for anomalies. Sample targets were derived from the municipal census (2021) using Yamane’s approach for simple random sampling; due to field constraints, the realized household sample represents approximately 41.35% of the target, with surveys conducted on both weekdays and weekends under informed consent and anonymity. Traffic counts span a continuous seven‑day cycle for each corridor.

This dataset enables replication of the study’s findings and supports further research on urban transport centralization, congestion dynamics, emissions accounting, and policy analysis for rapidly growing african cities.
DOI: 10.25549/uschist-c104-230045
title: Southern California alumni review, vol. 26, no. 7 (1945 Mar.-Apr.)

description: Southern California alumni review, vol. 26, no. 7 (1945 March-April). Published ten times a year, monthly from September to June inclusive.
DOI: 10.17632/cjphmz856b.1
title: Dataset on Traffic Volumes, Congestion Penalties, Tailpipe Emissions, and Commuter Economic Impacts along the Satellite Town Corridors of Yaoundé, Cameroon

description: This dataset supports the research article, “Functional Centralization, Congestion, and Tailpipe Emissions: Evidence from Yaoundé, Cameroon.” It provides harmonized, analysis-ready data on traffic activity, congestion penalties, tailpipe emissions, and commuter economic impacts along the three principal satellite town corridors linking Soa, Mfou, and Mbankomo to Yaoundé’s metropolitan core.

The dataset integrates three complementary components collected between January and March 2025: (1) a roadside traffic and driver survey capturing hourly vehicle counts (by corridor and direction) using manual tallies and GPS time stamps across predefined time slots (06:00–07:00 through 19:00–22:00) over a full week; (2) a household survey of commuters residing in Soa, Mfou, and Mbankomo, covering demographics (age, gender, marital status, employment, income), one‑day travel diaries (trip origins/destinations, modes, purposes, durations), and expenditures (monthly transport spending and cost per trip); and (3) derived congestion and emissions indicators, including Stretch_Duration (minutes), Congestion_Penalty (minutes above free‑flow), and CO₂ estimates under multiple technology/operational tiers (e.g., Tier 1 baseline, Tier 1 + Delay, Tier 2), alongside aggregated exposure and cost metrics.

Emissions are computed by combining observed volumes, typical vehicle characteristics reported by drivers, and slot‑level speed/penalty profiles to estimate fuel use and CO₂. Congestion metrics summarize peak (07:00–10:00; 15:00–19:00), off‑peak (10:00–15:00), and evening (19:00–22:00) conditions for weekdays and weekends. Economic impact variables quantify commuter costs (cost per trip, monthly spending) and enable estimation of the Value of Time (VoT) via a multinomial logit (MNL) mode‑choice framework using trip duration, cost per trip, and income.

Data were digitized using KoboToolbox with double‑entry validation and screened for anomalies. Sample targets were derived from the municipal census (2021) using Yamane’s approach for simple random sampling; due to field constraints, the realized household sample represents approximately 41.35% of the target, with surveys conducted on both weekdays and weekends under informed consent and anonymity. Traffic counts span a continuous seven‑day cycle for each corridor.

This dataset enables replication of the study’s findings and supports further research on urban transport centralization, congestion dynamics, emissions accounting, and policy analysis for rapidly growing african cities.
DOI: 10.17632/f47ngp9yn2
title: R4 Data and Codes for the manuscript: "Does National Geopolitical Risk Shape Corporate Dividend Policy? Empirical Insights from Emerging Economies"

description: This replication package provides all raw publicly available data, detailed data sources, and coding for appending and creating new variables. Our research dataset can be easily created from the synthetic raw data that has all the variables used in the baseline analysis and the same number of observations. Synthetic data variable names, symbols, and mean, SD, min, and max values are the same as the research data reported and can conveniently regress the primary results of the above-mentioned research paper. The package is designed to facilitate transparency and enable verification of all statistical findings reported in this study. Furthermore, we are also willing to provide all detailed research data and further requirements to interested parties upon reasonable request via the corresponding author.
DOI: 10.25549/uschist-c104-230050
title: Southern California alumni review, vol. 26, no. 7 (1945 Mar.-Apr.)

description: Southern California alumni review, vol. 26, no. 7 (1945 March-April). Published ten times a year, monthly from September to June inclusive.
DOI: 10.17632/f47ngp9yn2.1
title: R4 Data and Codes for the manuscript: "Does National Geopolitical Risk Shape Corporate Dividend Policy? Empirical Insights from Emerging Economies"

description: This replication package provides all raw publicly available data, detailed data sources, and coding for appending and creating new variables. Our research dataset can be easily created from the synthetic raw data that has all the variables used in the baseline analysis and the same number of observations. Synthetic data variable names, symbols, and mean, SD, min, and max values are the same as the research data reported and can conveniently regress the primary results of the above-mentioned research paper. The package is designed to facilitate transparency and enable verification of all statistical findings reported in this study. Furthermore, we are also willing to provide all detailed research data and further requirements to interested parties upon reasonable request via the corresponding author.
DOI: 10.25549/uschist-c104-230083
title: Southern California alumni review, vol. 26, no. 8 (1945 May)

description: Southern California alumni review, vol. 26, no. 8 (1945 May). Published ten times a year, monthly from September to June inclusive.
DOI: 10.17632/hbzb453fgy
title: Replication Package for article "Forecasting the Onset of Extreme Risk via Co-Exceedance Networks: Evidence from the U.S. and Chinese Stock Markets"

description: Replication Package for article "Forecasting the Onset of Extreme Risk via Co-Exceedance Networks: Evidence from the U.S. and Chinese Stock Markets", includes readme file, R code and data folders. The data folder contains the datasets used in this study. The R code folder provides a complete set of replication codes. The README file provides detailed instructions for this replication package.
DOI: 10.25549/uschist-c104-230088
title: Southern California alumni review, vol. 26, no. 8 (1945 May)

description: Southern California alumni review, vol. 26, no. 8 (1945 May). Published ten times a year, monthly from September to June inclusive.
DOI: 10.17632/hbzb453fgy.1
title: Replication Package for article "Forecasting the Onset of Extreme Risk via Co-Exceedance Networks: Evidence from the U.S. and Chinese Stock Markets"

description: Replication Package for article "Forecasting the Onset of Extreme Risk via Co-Exceedance Networks: Evidence from the U.S. and Chinese Stock Markets", includes readme file, R code and data folders. The data folder contains the datasets used in this study. The R code folder provides a complete set of replication codes. The README file provides detailed instructions for this replication package.
DOI: 10.25549/uschist-c104-230097
title: Southern California alumni review, vol. 26, no. 8 (1945 May)

description: Southern California alumni review, vol. 26, no. 8 (1945 May). Published ten times a year, monthly from September to June inclusive.
DOI: 10.17632/8mhp58mz49
title: The drainage and rewetting impacts on N2O fluxes in a mountain peatland

description: This database includes soil physicochemical properties, Fe, FTIR date, Water level, N2O fluxes and partial Microorganisms(Metagenomics)
DOI: 10.25549/uschist-c104-237094
title: Southern California alumni review, vol. 12, no. 4 (1930 Dec.)

description: Southern California alumni review, vol. 12, no. 4 (1930 December). Published monthly, except July and August.
DOI: 10.17632/8mhp58mz49.2
title: The drainage and rewetting impacts on N2O fluxes in a mountain peatland

description: This database includes soil physicochemical properties, Fe, FTIR date, Water level, N2O fluxes and partial Microorganisms(Metagenomics)
DOI: 10.25549/uschist-c104-237100
title: Southern California alumni review, vol. 12, no. 4 (1930 Dec.)

description: Southern California alumni review, vol. 12, no. 4 (1930 December). Published monthly, except July and August.
DOI: 10.17632/9fb4v29f56.1
title: Bibliometric Dataset on AR in Informal Education

description: Bibliometric Dataset on AR in Informal Education (223 Articles) Based on the Scopus Databease as of February 9, 2026
DOI: 10.25549/uschist-c104-229762
title: Southern California alumni review, vol. 25, no. 8 (1944 Apr.)

description: Southern California alumni review, vol. 25, no. 8 (1944 April). Published ten times a year, monthly from September to June inclusive.
DOI: 10.17632/cw4r9nfcps
title: Human AI Interaction

description: This data was use for systematic review of peer-reviewed journal articles and full conference papers published between 2010 and 2025.
DOI: 10.17632/cw4r9nfcps.1
title: Human AI Interaction

description: This data was use for systematic review of peer-reviewed journal articles and full conference papers published between 2010 and 2025.
DOI: 10.25549/uschist-c104-229773
title: Southern California alumni review, vol. 25, no. 9 (1944 May)

description: Southern California alumni review, vol. 25, no. 9 (1944 May). Published ten times a year, monthly from September to June inclusive.
DOI: 10.25549/uschist-c104-229774
title: Southern California alumni review, vol. 25, no. 9 (1944 May)

description: Southern California alumni review, vol. 25, no. 9 (1944 May). Published ten times a year, monthly from September to June inclusive.
DOI: 10.17632/8rh5tzzc6f
title: Data for: A new pair of lunar gabbroic meteorites record magma recharge at ~ 3.0 Ga

description: Data for manuscript by Li et al., to be submitted to Geochimica et Cosmochimica Acta as "A new pair of lunar gabbroic meteorites record magma recharge at ~ 3.0 Ga".
DOI: 10.17632/8rh5tzzc6f.2
title: Data for: A new pair of lunar gabbroic meteorites record magma recharge at ~ 3.0 Ga

description: Data for manuscript by Li et al., to be submitted to Geochimica et Cosmochimica Acta as "A new pair of lunar gabbroic meteorites record magma recharge at ~ 3.0 Ga".
DOI: 10.25549/uschist-c104-229821
title: Southern California alumni review, vol. 25, no. 10 (1944 June)

description: Southern California alumni review, vol. 25, no. 10 (1944 June). Published ten times a year, monthly from September to June inclusive.
DOI: 10.17632/bp32nvn8cg
title: The complete mitochondrial genome of Cavenderia pseudoaureostipes

description: This dataset includes the assembled mitochondrial genome sequence in FASTA and GENBANK format, a BAM file, gene annotation table, and the concatenated amino acid sequences of protein-coding genes used for phylogenetic analysis. A pipeline documentation used for quality control, assembly, functional annotation and phylogenetic analysis also provided.
DOI: 10.25549/uschist-c104-229834
title: Southern California alumni review, vol. 25, no. 10 (1944 June)

description: Southern California alumni review, vol. 25, no. 10 (1944 June). Published ten times a year, monthly from September to June inclusive.
DOI: 10.17632/bp32nvn8cg.1
title: The complete mitochondrial genome of Cavenderia pseudoaureostipes

description: This dataset includes the assembled mitochondrial genome sequence in FASTA and GENBANK format, a BAM file, gene annotation table, and the concatenated amino acid sequences of protein-coding genes used for phylogenetic analysis. A pipeline documentation used for quality control, assembly, functional annotation and phylogenetic analysis also provided.
DOI: 10.25549/uschist-c104-229837
title: Southern California alumni review, vol. 25, no. 10 (1944 June)

description: Southern California alumni review, vol. 25, no. 10 (1944 June). Published ten times a year, monthly from September to June inclusive.
DOI: 10.25549/uschist-c104-229867
title: Southern California alumni review, vol. 26, no. 1 (1944 Sept.)

description: Southern California alumni review, vol. 26, no. 1 (1944 September). Published ten times a year, monthly from September to June inclusive.
DOI: 10.25549/uschist-c104-229871
title: Southern California alumni review, vol. 26, no. 1 (1944 Sept.)

description: Southern California alumni review, vol. 26, no. 1 (1944 September). Published ten times a year, monthly from September to June inclusive.
DOI: 10.17632/cszpw4c66t
title: Structural insights into Cas9-mediated prespacer selection in CRISPR-Cas adaptation. Gaizauskaite et al.

description: During CRISPR-Cas adaptation, prokaryotic cells become immunized by the insertion of foreign DNA fragments, termed spacers, into the host genome to serve as templates for RNA-guided immunity. Spacer acquisition relies on the Cas1-Cas2 integrase and accessory proteins, which select DNA sequences flanked by the protospacer adjacent motif (PAM) and insert them into the CRISPR array. It has been shown that in type II-A systems selection of PAM-proximal prespacers is mediated by the effector nuclease Cas9, which forms a ‘supercomplex’ with the Cas1-Cas2 integrase and the Csn2 protein. Here, we present cryo-electron microscopy structures of the type II-A prespacer selection supercomplex in the DNA-scanning and two distinct PAM-bound configurations, providing insights into the mechanism of Cas9-mediated prespacer selection in type II-A CRISPR-Cas systems. Repurposing of Cas9 by the CRISPR adaptation machinery for prespacer selection characterized here demonstrates Cas9 plasticity and expands our knowledge of the Cas9 biology.