cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/browneg-ouc11399alsr
title: We the People with Jerry Brown, Deconstruction and Reconstruction of ourSelves, 1995-10-20

description: We the People with Jerry Brown, Deconstruction and Reconstruction of ourSelves, 1995-10-20. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by WhisperAI.
DOI: 10.25549/browneg-ouc11399aike
title: Audiovisual material, posters and other material added to the collection from accession no. 2023-011

description: The Edmund G. Brown, Jr. papers comprise the papers of Jerry Brown during his tenure as California Secretary of State (1971-1975) and his first two terms as the Governor of California (1975-1983). Over the course of his career, Jerry Brown has served as the California Secretary of State (1971-1975), the 34th Governor of California (1975-1983), the Mayor of Oakland (1999-2007), the Attorney General of California (2007-2011), and the 39th Governor of California (2011-2019).
DOI: 10.25549/browneg-ouc11399alr3
title: Audiovisual material, posters and other material added to the collection from accession no. 2023-011

description: The Edmund G. Brown, Jr. papers comprise the papers of Jerry Brown during his tenure as California Secretary of State (1971-1975) and his first two terms as the Governor of California (1975-1983). Over the course of his career, Jerry Brown has served as the California Secretary of State (1971-1975), the 34th Governor of California (1975-1983), the Mayor of Oakland (1999-2007), the Attorney General of California (2007-2011), and the 39th Governor of California (2011-2019).
DOI: 10.25549/browneg-ouc11399akrm
title: Audiovisual material, posters and other material added to the collection from accession no. 2023-011

description: The Edmund G. Brown, Jr. papers comprise the papers of Jerry Brown during his tenure as California Secretary of State (1971-1975) and his first two terms as the Governor of California (1975-1983). Over the course of his career, Jerry Brown has served as the California Secretary of State (1971-1975), the 34th Governor of California (1975-1983), the Mayor of Oakland (1999-2007), the Attorney General of California (2007-2011), and the 39th Governor of California (2011-2019).
DOI: 10.25549/browneg-ouc11399aiw8
title: Audiovisual material, posters and other material added to the collection from accession no. 2023-011

description: The Edmund G. Brown, Jr. papers comprise the papers of Jerry Brown during his tenure as California Secretary of State (1971-1975) and his first two terms as the Governor of California (1975-1983). Over the course of his career, Jerry Brown has served as the California Secretary of State (1971-1975), the 34th Governor of California (1975-1983), the Mayor of Oakland (1999-2007), the Attorney General of California (2007-2011), and the 39th Governor of California (2011-2019).
DOI: 10.25549/browneg-ouc11399ake4
title: Audiovisual material, posters and other material added to the collection from accession no. 2023-011

description: The Edmund G. Brown, Jr. papers comprise the papers of Jerry Brown during his tenure as California Secretary of State (1971-1975) and his first two terms as the Governor of California (1975-1983). Over the course of his career, Jerry Brown has served as the California Secretary of State (1971-1975), the 34th Governor of California (1975-1983), the Mayor of Oakland (1999-2007), the Attorney General of California (2007-2011), and the 39th Governor of California (2011-2019).
DOI: 10.25549/browneg-ouc11399aku1
title: Audiovisual material, posters and other material added to the collection from accession no. 2023-011

description: The Edmund G. Brown, Jr. papers comprise the papers of Jerry Brown during his tenure as California Secretary of State (1971-1975) and his first two terms as the Governor of California (1975-1983). Over the course of his career, Jerry Brown has served as the California Secretary of State (1971-1975), the 34th Governor of California (1975-1983), the Mayor of Oakland (1999-2007), the Attorney General of California (2007-2011), and the 39th Governor of California (2011-2019).
DOI: 10.25549/browneg-ouc11399aixz
title: Audiovisual material, posters and other material added to the collection from accession no. 2023-011

description: The Edmund G. Brown, Jr. papers comprise the papers of Jerry Brown during his tenure as California Secretary of State (1971-1975) and his first two terms as the Governor of California (1975-1983). Over the course of his career, Jerry Brown has served as the California Secretary of State (1971-1975), the 34th Governor of California (1975-1983), the Mayor of Oakland (1999-2007), the Attorney General of California (2007-2011), and the 39th Governor of California (2011-2019).
DOI: 10.25549/browneg-ouc11399akec
title: Audiovisual material, posters and other material added to the collection from accession no. 2023-011

description: The Edmund G. Brown, Jr. papers comprise the papers of Jerry Brown during his tenure as California Secretary of State (1971-1975) and his first two terms as the Governor of California (1975-1983). Over the course of his career, Jerry Brown has served as the California Secretary of State (1971-1975), the 34th Governor of California (1975-1983), the Mayor of Oakland (1999-2007), the Attorney General of California (2007-2011), and the 39th Governor of California (2011-2019).
DOI: 10.25549/browneg-ouc11399aiih
title: Audiovisual material, posters and other material added to the collection from accession no. 2023-011

description: The Edmund G. Brown, Jr. papers comprise the papers of Jerry Brown during his tenure as California Secretary of State (1971-1975) and his first two terms as the Governor of California (1975-1983). Over the course of his career, Jerry Brown has served as the California Secretary of State (1971-1975), the 34th Governor of California (1975-1983), the Mayor of Oakland (1999-2007), the Attorney General of California (2007-2011), and the 39th Governor of California (2011-2019).
DOI: 10.25549/browneg-ouc11399akel
title: Audiovisual material, posters and other material added to the collection from accession no. 2023-011

description: The Edmund G. Brown, Jr. papers comprise the papers of Jerry Brown during his tenure as California Secretary of State (1971-1975) and his first two terms as the Governor of California (1975-1983). Over the course of his career, Jerry Brown has served as the California Secretary of State (1971-1975), the 34th Governor of California (1975-1983), the Mayor of Oakland (1999-2007), the Attorney General of California (2007-2011), and the 39th Governor of California (2011-2019).
DOI: 10.25549/browneg-ouc11399a78r
title: Audiovisual material, posters and other material added to the collection from accession no. 2023-011

description: The Edmund G. Brown, Jr. papers comprise the papers of Jerry Brown during his tenure as California Secretary of State (1971-1975) and his first two terms as the Governor of California (1975-1983). Over the course of his career, Jerry Brown has served as the California Secretary of State (1971-1975), the 34th Governor of California (1975-1983), the Mayor of Oakland (1999-2007), the Attorney General of California (2007-2011), and the 39th Governor of California (2011-2019).
DOI: 10.25549/browneg-ouc11399akdp
title: Audiovisual material, posters and other material added to the collection from accession no. 2023-011

description: The Edmund G. Brown, Jr. papers comprise the papers of Jerry Brown during his tenure as California Secretary of State (1971-1975) and his first two terms as the Governor of California (1975-1983). Over the course of his career, Jerry Brown has served as the California Secretary of State (1971-1975), the 34th Governor of California (1975-1983), the Mayor of Oakland (1999-2007), the Attorney General of California (2007-2011), and the 39th Governor of California (2011-2019).
DOI: 10.25549/browneg-ouc11399am71
title: We the People with Jerry Brown, Joe Hotz, 1997-08-13

description: We the People with Jerry Brown, Joe Hotz, 1997-08-13. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by WhisperAI.
DOI: 10.57760/sciencedb.31007
title: Parent-School Communication via Primary School Class WeChat Groups: Patterns and Responsibility Allocation Attitudes
title: Parent-School Communication via Primary School Class WeChat Groups: Patterns and Responsibility Allocation Attitudes

description: This study explores the communication patterns in parent-school interactions via primary school class WeChat groups in China and examines their relationship with parents' responsibility allocation attitudes. Using data from a survey of 1,286 parents, Latent Class Analysis (LCA) and Correspondence Analysis (CA) were employed to identify four distinct parent communication participation patterns: Active Participation, Negative Participation, Detached Participation, and Passive Participation. The results reveal significant associations between these communication patterns and responsibility allocation attitudes in parent-school cooperation, highlighting the varying perceptions of responsibility among parents. The study suggests that schools adopt flexible communication strategies to foster trust and facilitate appropriate responsibility distribution in parent-school collaboration.
description: This study explores the communication patterns in parent-school interactions via primary school class WeChat groups in China and examines their relationship with parents' responsibility allocation attitudes. Using data from a survey of 1,286 parents, Latent Class Analysis (LCA) and Correspondence Analysis (CA) were employed to identify four distinct parent communication participation patterns: Active Participation, Negative Participation, Detached Participation, and Passive Participation. The results reveal significant associations between these communication patterns and responsibility allocation attitudes in parent-school cooperation, highlighting the varying perceptions of responsibility among parents. The study suggests that schools adopt flexible communication strategies to foster trust and facilitate appropriate responsibility distribution in parent-school collaboration.
DOI: 10.57760/sciencedb.31006
title: fingerprint_pad
title: fingerprint_pad

description: This dataset contains **anonymized feature-level data** extracted from fingerprint images for Presentation Attack Detection (PAD) research. To protect participant privacy and comply with GDPR Article 9, **raw biometric images are not included**. Instead, we provide:- **Ridge Orientation Fields**: Gradient-based directional features (irreversible transformation)- **FFT Frequency Spectra**: Log-magnitude frequency domain features- **Sample Metadata**: Subject IDs, labels, and experimental protocol informationThese features enable full reproducibility of our research while preventing reconstruction of original fingerprints.
description: This dataset contains **anonymized feature-level data** extracted from fingerprint images for Presentation Attack Detection (PAD) research. To protect participant privacy and comply with GDPR Article 9, **raw biometric images are not included**. Instead, we provide:- **Ridge Orientation Fields**: Gradient-based directional features (irreversible transformation)- **FFT Frequency Spectra**: Log-magnitude frequency domain features- **Sample Metadata**: Subject IDs, labels, and experimental protocol informationThese features enable full reproducibility of our research while preventing reconstruction of original fingerprints.
DOI: 10.25549/browneg-ouc11399am6l
title: We the People with Jerry Brown, Michael Meade and Robert Bly, 1997-09-19

description: We the People with Jerry Brown, Michael Meade and Robert Bly, 1997-09-19. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by WhisperAI.
DOI: 10.57760/sciencedb.j00124.00286
title: Interface Regulation for Enhanced Photoelectrochemical Performance of CuBi2O4 Photocathodes
title: 界面调控提升CuBi2O4光阴极光电化学性能

description: Photoelectrochemical (PEC) water splitting is an effective approach to directly convert solar energy into clean hydrogen fuel. As a visible-light-responsive p-type semiconductor, CuBi2O4 possesses a suitable bandgap and good stability; however, its performance remains limited by high interfacial resistance and severe charge carrier recombination. In this study, a CuO interlayer was introduced between FTO and CuBi2O4 to construct CuO/CuBi2O4 photocathodes, aiming to improve interfacial charge transfer. The results showed that CuO/CuBi2O4-200 exhibits a photocurrent density of -1.71mA/cm2 at 0 V vs. RHE, which was more than 3.5 times higher than that of bare CuBi2O4. The IPCE at 365 nm was enhanced to ~13%, and the maximum ABPE reached 0.17%. Gas evolution experiments revealed a hydrogen yield of 2.05 μmol/cm2, significantly surpassing the unmodified photoelectrode. Mechanistic studies indicated that the CuO layer realizes favorable band alignment, enhances hole transport toward the FTO substrate, and effectively suppresses interfacial carrier recombination, thereby markedly improving charge separation and transfer. This work demonstrates a simple and efficient interfacial modulation strategy, providing new insights and guidance for the design and application of high-performance PEC photoelectrodes based on semiconductors.
description: Photoelectrochemical (PEC) water splitting is an effective approach to directly convert solar energy into clean hydrogen fuel. As a visible-light-responsive p-type semiconductor, CuBi2O4 possesses a suitable bandgap and good stability; however, its performance remains limited by high interfacial resistance and severe charge carrier recombination. In this study, a CuO interlayer was introduced between FTO and CuBi2O4 to construct CuO/CuBi2O4 photocathodes, aiming to improve interfacial charge transfer. The results showed that CuO/CuBi2O4-200 exhibits a photocurrent density of -1.71mA/cm2 at 0 V vs. RHE, which was more than 3.5 times higher than that of bare CuBi2O4. The IPCE at 365 nm was enhanced to ~13%, and the maximum ABPE reached 0.17%. Gas evolution experiments revealed a hydrogen yield of 2.05 μmol/cm2, significantly surpassing the unmodified photoelectrode. Mechanistic studies indicated that the CuO layer realizes favorable band alignment, enhances hole transport toward the FTO substrate, and effectively suppresses interfacial carrier recombination, thereby markedly improving charge separation and transfer. This work demonstrates a simple and efficient interfacial modulation strategy, providing new insights and guidance for the design and application of high-performance PEC photoelectrodes based on semiconductors.
DOI: 10.57760/sciencedb.30997
title: Flood Population Risk in China Under 1.5°C and 2°C Global Warming
title: 全球温升1.5℃和2℃中国洪涝人口风险

description: This dataset contains flood population risk data in China under RCP8.5 during 1.5°C and 2°C global warming. Based on future climate and socioeconomic scenario data from the Inter-Sectoral Impact Model Intercomparison Project (ISIMIP), the dataset calculates population risk for mild, moderate, and severe flooding by integrating flood hazard levels with population exposure and vulnerability metrics across different warming scenarios. Data spatial resolution: 0.5° × 0.5°; temporal coverage: global warming scenarios of 1.5°C and 2°C. Data format: xlsx; unit: persons.
description: This dataset contains flood population risk data in China under RCP8.5 during 1.5°C and 2°C global warming. Based on future climate and socioeconomic scenario data from the Inter-Sectoral Impact Model Intercomparison Project (ISIMIP), the dataset calculates population risk for mild, moderate, and severe flooding by integrating flood hazard levels with population exposure and vulnerability metrics across different warming scenarios. Data spatial resolution: 0.5° × 0.5°; temporal coverage: global warming scenarios of 1.5°C and 2°C. Data format: xlsx; unit: persons.
DOI: 10.25549/browneg-ouc11399am6c
title: Audiovisual material, posters and other material added to the collection from accession no. 2023-011

description: The Edmund G. Brown, Jr. papers comprise the papers of Jerry Brown during his tenure as California Secretary of State (1971-1975) and his first two terms as the Governor of California (1975-1983). Over the course of his career, Jerry Brown has served as the California Secretary of State (1971-1975), the 34th Governor of California (1975-1983), the Mayor of Oakland (1999-2007), the Attorney General of California (2007-2011), and the 39th Governor of California (2011-2019).
DOI: 10.5281/zenodo.17550526
title: MARFD: Multi-Layered Adversarial Machine Learning Framework for Fraud Detection and Threat Modeling in Decentralized Finance

description: The MARFD framework integrates unsupervised anomaly detection, ensemble classification, adversarial robustness training, explainability (SHAP/LIME-compatible permutation importance), and STRIDE–MITRE threat mapping into a unified architecture for secure and interpretable DeFi fraud detection.

This archive includes:



Fully executable Python codebase (MARFD v1.0)

Synthetic DeFi-style dataset (synthetic_transactions.csv, 20,000 samples)

Preprocessing, evaluation, and threat-mapping scripts

Results folder with example outputs (metrics JSON, feature importances, threat logs)

Documentation (README.md and requirements.txt)


All files are released under MIT License and are completely reproducible without restrictions.The dataset contains no human or sensitive information and was programmatically generated to emulate DeFi transaction behavior patterns.
DOI: 10.5281/zenodo.17550527
title: MARFD: Multi-Layered Adversarial Machine Learning Framework for Fraud Detection and Threat Modeling in Decentralized Finance

description: The MARFD framework integrates unsupervised anomaly detection, ensemble classification, adversarial robustness training, explainability (SHAP/LIME-compatible permutation importance), and STRIDE–MITRE threat mapping into a unified architecture for secure and interpretable DeFi fraud detection.

This archive includes:



Fully executable Python codebase (MARFD v1.0)

Synthetic DeFi-style dataset (synthetic_transactions.csv, 20,000 samples)

Preprocessing, evaluation, and threat-mapping scripts

Results folder with example outputs (metrics JSON, feature importances, threat logs)

Documentation (README.md and requirements.txt)


All files are released under MIT License and are completely reproducible without restrictions.The dataset contains no human or sensitive information and was programmatically generated to emulate DeFi transaction behavior patterns.
DOI: 10.57760/sciencedb.30987
title: Dataset of temperature and precipitation pattern in China under 1.5 ℃ and 2 ℃ global warming
title: 全球温升1.5℃和2℃中国气温和降水格局数据集

description: This dataset contains data on temperature increases and precipitation anomalies in China for 1.5°C and 2°C global warming under RCP8.5, compared to the 1961–1990 period. It can be used to assess the sensitivity characteristics of temperature and precipitation under future climate change scenarios. The data are based on future simulated climate scenarios from the Inter-Sectoral Impact Model Intercomparison Project (ISIMIP), calculating temperature increase magnitudes and precipitation change percentage anomalies for different warming periods. Spatial resolution is 0.5° × 0.5°, with temporal coverage spanning the global warming of 1.5°C and 2°C. Data format is TIF.
description: This dataset contains data on temperature increases and precipitation anomalies in China for 1.5°C and 2°C global warming under RCP8.5, compared to the 1961–1990 period. It can be used to assess the sensitivity characteristics of temperature and precipitation under future climate change scenarios. The data are based on future simulated climate scenarios from the Inter-Sectoral Impact Model Intercomparison Project (ISIMIP), calculating temperature increase magnitudes and precipitation change percentage anomalies for different warming periods. Spatial resolution is 0.5° × 0.5°, with temporal coverage spanning the global warming of 1.5°C and 2°C. Data format is TIF.
DOI: 10.57760/sciencedb.30986
title: SUMO1-mediated regulation of IRF3 modulates IFN-β expresión during seasonal and pandemic H1N1 Influenza infection.
title: SUMO1-mediated regulation of IRF3 modulates IFN-β expresión during seasonal and pandemic H1N1 Influenza infection.

description: Figure 1 Total cell protein extract and westen blot
description: Figure 1 Total cell protein extract and westen blot
DOI: 10.25549/browneg-ouc11399am51
title: We the People with Jerry Brown, Ravi Batra, 1996-11-07

description: We the People with Jerry Brown, Ravi Batra, 1996-11-07. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by WhisperAI.
DOI: 10.57760/sciencedb.30884
title: Human STING Interactome During ER to Golgi Transport
title: Human STING Interactome During ER to Golgi Transport

description: The STING pathway is a central regulator of innate immunity that coordinates antiviral, antitumor and inflammatory programs. Upon sensing cyclic dinucleotides, STING exits the ER and traffics to the Golgi, yet how STING is preferentially packaged and delivered within the continuous stream of secretory cargo remains unknown. Here, we employed TurboID-based proximity labeling in living cells to capture the transient molecular environment of STING during ligand-driven transport. Affinity enrichment and LC-MS/MS were used to build a high-resolution map of STING-interacting proteins that govern ER-to-Golgi selectivity. These data clarify the basic cell-biological rules that license STING signaling and provide a comprehensive interactome resource for further mechanistic dissection.
description: The STING pathway is a central regulator of innate immunity that coordinates antiviral, antitumor and inflammatory programs. Upon sensing cyclic dinucleotides, STING exits the ER and traffics to the Golgi, yet how STING is preferentially packaged and delivered within the continuous stream of secretory cargo remains unknown. Here, we employed TurboID-based proximity labeling in living cells to capture the transient molecular environment of STING during ligand-driven transport. Affinity enrichment and LC-MS/MS were used to build a high-resolution map of STING-interacting proteins that govern ER-to-Golgi selectivity. These data clarify the basic cell-biological rules that license STING signaling and provide a comprehensive interactome resource for further mechanistic dissection.
DOI: 10.25549/browneg-ouc11399am5s
title: Audiovisual material, posters and other material added to the collection from accession no. 2023-011

description: The Edmund G. Brown, Jr. papers comprise the papers of Jerry Brown during his tenure as California Secretary of State (1971-1975) and his first two terms as the Governor of California (1975-1983). Over the course of his career, Jerry Brown has served as the California Secretary of State (1971-1975), the 34th Governor of California (1975-1983), the Mayor of Oakland (1999-2007), the Attorney General of California (2007-2011), and the 39th Governor of California (2011-2019).