cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.13130/rd_unimi/gwa1r1/x6ryqt
title: Maggio_1901_Pagina_014.jpg

description: Bulletin of 1901/05/04
DOI: 10.13130/rd_unimi/me79ng/vscsou
title: Luglio_1903_Pagina_115.jpg

description: Bulletin of 1903/07/29
DOI: 10.17632/vwbfwmmbkz.2
title: Dataset on Informal Recyclable Waste Aggregator (‘Đồng nát’) in Hanoi, Vietnam

description: This dataset was compiled based on the working hypothesis that Informal Recyclable Waste Aggregators (IRWAs), commonly referred to as part of the large-scale informal collection and recycling system known as “đồng nát”, constitute a long-established and spatially differentiated component of Hanoi’s waste management system, with observable variations between urban and rural administrative contexts. The objective of the data collection was to document these variations using standardized indicators, without presuming performance, efficiency, or policy-related outcomes.
The dataset documents the temporal development, sociodemographic characteristics of IRWA owners, and physical and architectural attributes of IRWA sites across Hanoi. Establishment-period data show that most surveyed IRWAs were founded after 2006, while a smaller proportion predate 1990, indicating long-term continuity rather than recent emergence. IRWAs are present in both urban wards and rural communes, with higher absolute numbers recorded in rural areas.
Sociodemographic data indicate that IRWA ownership includes both men and women, with a slight predominance of female owners. Most owners are between 30 and 50 years old, and a substantial proportion originate from provinces outside Hanoi, notably Nam Dinh, a former province that was merged with other provinces effective July 1, 2025, to form the current Ninh Binh Province. Residence data further indicate that many owners live on-site, particularly in rural areas.
Spatial and architectural variables reveal substantial heterogeneity in ground area, storage capacity, mezzanine presence, and building materials. Urban IRWAs are more frequently associated with smaller plots and permanent materials such as brick and concrete, while rural IRWAs tend to occupy larger areas and display a wider range of construction types, including semi-temporary structures.
The dataset provides a descriptive empirical basis for reuse in urban studies, informal economy research, spatial analysis, and comparative or longitudinal studies of informal recycling systems. It is not intended to directly evaluate environmental impacts or policy effectiveness but can support such analyses when combined with complementary datasets.
DOI: 10.13130/rd_unimi/7sax9x/p50kan
title: Luglio_1902_Pagina_110.jpg

description: Bulletin of 1902/07/28
DOI: 10.13130/rd_unimi/depg5t/drx99d
title: Maggio_1898_Pagina_050.jpg

description: Bulletin of 1898/05/13
DOI: 10.13130/rd_unimi/6g4l2b/dhpy4a
title: Luglio_1904_Pagina_116.jpg

description: Bulletin of 1904/07/29
DOI: 10.13130/rd_unimi/gwa1r1/zertbn
title: Maggio_1901_Pagina_015.jpg

description: Bulletin of 1901/05/04
DOI: 10.13130/rd_unimi/me79ng/oy1fc6
title: Luglio_1903_Pagina_116.jpg

description: Bulletin of 1903/07/29
DOI: 10.13130/rd_unimi/6g4l2b/u2twr5
title: Luglio_1904_Pagina_117.jpg

description: Bulletin of 1904/07/30
DOI: 10.13130/rd_unimi/7sax9x/bhoxjd
title: Luglio_1902_Pagina_111.jpg

description: Bulletin of 1902/07/28
DOI: 10.13130/rd_unimi/depg5t/h1g9b8
title: Maggio_1898_Pagina_051.jpg

description: Bulletin of 1898/05/13
DOI: 10.13130/rd_unimi/gwa1r1/w1oxhu
title: Maggio_1901_Pagina_016.jpg

description: Bulletin of 1901/05/04
DOI: 10.13130/rd_unimi/6g4l2b/i1a5qm
title: Luglio_1904_Pagina_118.jpg

description: Bulletin of 1904/07/30
DOI: 10.13130/rd_unimi/7sax9x/vgdazr
title: Luglio_1902_Pagina_112.jpg

description: Bulletin of 1902/07/28
DOI: 10.13130/rd_unimi/depg5t/9e6nnb
title: Maggio_1898_Pagina_052.jpg

description: Bulletin of 1898/05/13
DOI: 10.13130/rd_unimi/me79ng/9bvlz5
title: Luglio_1903_Pagina_117.jpg

description: Bulletin of 1903/07/30
DOI: 10.13130/rd_unimi/7sax9x/gvoeew
title: Luglio_1902_Pagina_113.jpg

description: Bulletin of 1902/07/29
DOI: 10.13130/rd_unimi/gwa1r1/pyndft
title: Maggio_1901_Pagina_017.jpg

description: Bulletin of 1901/05/05
DOI: 10.13130/rd_unimi/me79ng/w2qotg
title: Luglio_1903_Pagina_118.jpg

description: Bulletin of 1903/07/30
DOI: 10.13130/rd_unimi/6g4l2b/yljqjh
title: Luglio_1904_Pagina_119.jpg

description: Bulletin of 1904/07/30
DOI: 10.13130/rd_unimi/depg5t/3b8vg0
title: Maggio_1898_Pagina_053.jpg

description: Bulletin of 1898/05/14
DOI: 10.17632/xycgwk9892
title: Data for: Context-rich data sets for school operations models and methods

description: This data accompanies the article "Context-Rich Data Sets for School Operations Models and Methods." It includes the data tool and input files processed and organized as described in the paper. The data includes geographic boundary shapefiles, enrollment and demographic summaries, and a Python script for creating spatially distributed student populations under user-specified parameters. Documentation is provided in the Appendix of the associated article.
DOI: 10.13130/rd_unimi/7sax9x/lmr5td
title: Luglio_1902_Pagina_114.jpg

description: Bulletin of 1902/07/29
DOI: 10.13130/rd_unimi/gwa1r1/qxrc10
title: Maggio_1901_Pagina_018.jpg

description: Bulletin of 1901/05/05
DOI: 10.13130/rd_unimi/me79ng/lmhtwd
title: Luglio_1903_Pagina_119.jpg

description: Bulletin of 1903/07/30
DOI: 10.17632/xycgwk9892.1
title: Data for: Context-rich data sets for school operations models and methods

description: This data accompanies the article "Context-Rich Data Sets for School Operations Models and Methods." It includes the data tool and input files processed and organized as described in the paper. The data includes geographic boundary shapefiles, enrollment and demographic summaries, and a Python script for creating spatially distributed student populations under user-specified parameters. Documentation is provided in the Appendix of the associated article.
DOI: 10.13130/rd_unimi/6g4l2b/avnt9w
title: Luglio_1904_Pagina_120.jpg

description: Bulletin of 1904/07/30
DOI: 10.13130/rd_unimi/7sax9x/dazi0l
title: Luglio_1902_Pagina_115.jpg

description: Bulletin of 1902/07/29
DOI: 10.13130/rd_unimi/depg5t/ytxbnk
title: Maggio_1898_Pagina_054.jpg

description: Bulletin of 1898/05/14
DOI: 10.13130/rd_unimi/gwa1r1/j3oxuc
title: Maggio_1901_Pagina_019.jpg

description: Bulletin of 1901/05/05
DOI: 10.13130/rd_unimi/depg5t/zxcz3p
title: Maggio_1898_Pagina_055.jpg

description: Bulletin of 1898/05/14
DOI: 10.13130/rd_unimi/me79ng/jsxb3q
title: Luglio_1903_Pagina_120.jpg

description: Bulletin of 1903/07/30
DOI: 10.13130/rd_unimi/6g4l2b/gkms7b
title: Luglio_1904_Pagina_121.jpg

description: Bulletin of 1904/07/31
DOI: 10.13130/rd_unimi/7sax9x/r4lrda
title: Luglio_1902_Pagina_116.jpg

description: Bulletin of 1902/07/29
DOI: 10.13130/rd_unimi/gwa1r1/qbz25i
title: Maggio_1901_Pagina_020.jpg

description: Bulletin of 1901/05/05
DOI: 10.13130/rd_unimi/depg5t/dmzlk4
title: Maggio_1898_Pagina_056.jpg

description: Bulletin of 1898/05/14
DOI: 10.13130/rd_unimi/gwa1r1/8a3thy
title: Maggio_1901_Pagina_021.jpg

description: Bulletin of 1901/05/06
DOI: 10.13130/rd_unimi/me79ng/hsv4kb
title: Luglio_1903_Pagina_121.jpg

description: Bulletin of 1903/07/31
DOI: 10.13130/rd_unimi/6g4l2b/uttari
title: Luglio_1904_Pagina_122.jpg

description: Bulletin of 1904/07/31
DOI: 10.13130/rd_unimi/7sax9x/hzl3nf
title: Luglio_1902_Pagina_117.jpg

description: Bulletin of 1902/07/30
DOI: 10.13130/rd_unimi/depg5t/bwvaqb
title: Maggio_1898_Pagina_057.jpg

description: Bulletin of 1898/05/15
DOI: 10.13130/rd_unimi/gwa1r1/kozf4z
title: Maggio_1901_Pagina_022.jpg

description: Bulletin of 1901/05/06
DOI: 10.13130/rd_unimi/me79ng/ak6juv
title: Luglio_1903_Pagina_122.jpg

description: Bulletin of 1903/07/31
DOI: 10.13130/rd_unimi/6g4l2b/o1etpw
title: Luglio_1904_Pagina_123.jpg

description: Bulletin of 1904/07/31
DOI: 10.13130/rd_unimi/7sax9x/y5wqyu
title: Luglio_1902_Pagina_118.jpg

description: Bulletin of 1902/07/30
DOI: 10.13130/rd_unimi/depg5t/cptgqm
title: Maggio_1898_Pagina_058.jpg

description: Bulletin of 1898/05/15
DOI: 10.13130/rd_unimi/me79ng/h3cb1q
title: Luglio_1903_Pagina_123.jpg

description: Bulletin of 1903/07/31
DOI: 10.17632/68k92d4ygz
title: Quran_Tematik

description: IMPROVEMENT SUMMARY
✅ Data balancing & augmentation: +0.00 F1
✅ MLM fine-tuning extended: +0.00 F1
✅ Threshold tuning: +0.00 F1
✅ Cross-validation stability: +0.00 F1
✅ Hyperparameter tuning: +0.00 F1
🏆 Expected Final F1 ≈ 0.25-0.28
DOI: 10.13130/rd_unimi/6g4l2b/9wabza
title: Luglio_1904_Pagina_124.jpg

description: Bulletin of 1904/07/31
DOI: 10.13130/rd_unimi/7sax9x/ddtp16
title: Luglio_1902_Pagina_119.jpg

description: Bulletin of 1902/07/30
DOI: 10.13130/rd_unimi/gwa1r1/dqsv9u
title: Maggio_1901_Pagina_023.jpg

description: Bulletin of 1901/05/06
DOI: 10.17632/68k92d4ygz.1
title: Quran_Tematik

description: IMPROVEMENT SUMMARY
✅ Data balancing & augmentation: +0.00 F1
✅ MLM fine-tuning extended: +0.00 F1
✅ Threshold tuning: +0.00 F1
✅ Cross-validation stability: +0.00 F1
✅ Hyperparameter tuning: +0.00 F1
🏆 Expected Final F1 ≈ 0.25-0.28
DOI: 10.13130/rd_unimi/depg5t/asnrjf
title: Maggio_1898_Pagina_059.jpg

description: Bulletin of 1898/05/15
DOI: 10.13130/rd_unimi/gwa1r1/rvhnq0
title: Maggio_1901_Pagina_024.jpg

description: Bulletin of 1901/05/06
DOI: 10.13130/rd_unimi/me79ng/3r2etq
title: Luglio_1903_Pagina_124.jpg

description: Bulletin of 1903/07/31
DOI: 10.13130/rd_unimi/6g4l2b/cgvcoa
title: Maggio_1904_Pagina_001.jpg

description: Bulletin of 1904/05/01
DOI: 10.13130/rd_unimi/7sax9x/ogm9xq
title: Luglio_1902_Pagina_120.jpg

description: Bulletin of 1902/07/30
DOI: 10.13130/rd_unimi/depg5t/43dona
title: Maggio_1898_Pagina_060.jpg

description: Bulletin of 1898/05/15
DOI: 10.13130/rd_unimi/gwa1r1/jzkfbh
title: Maggio_1901_Pagina_025.jpg

description: Bulletin of 1901/05/07
DOI: 10.13130/rd_unimi/me79ng/ruiain
title: Maggio_1903_Pagina_001.jpg

description: Bulletin of 1903/05/01
DOI: 10.17632/x8ntc8skgs
title: Moodle Student Interaction Dataset

description: Este conjunto de datos ofrece una representación temporal estructurada del comportamiento estudiantil, lo que lo hace adecuado para el entrenamiento y la evaluación de modelos de aprendizaje profundo orientados a la predicción temprana del rendimiento académico.

El conjunto de datos utilizado en este estudio está compuesto por registros de interacción en línea obtenidos desde la plataforma Moodle de una Universidad, tales como cuestionarios, foros, tareas y accesos al sistema, correspondientes a cuatro periodos académicos comprendidos entre los años 2023 a 2025. Dichos registros provienen de estudiantes matriculados en una unica asignatura. El dataset incluye un total de 1'569.165 registros de estudiantes asociados a 5.717 estudiantes únicos, considerando que algunos estudiantes participaron en más de un periodo académico debido a repitencia. Además, contiene en la última columna, una variable objetivo corresponde al estado de acreditación del estudiante en la asignatura, definida como una salida binaria (acreditado / no acreditado). 
Todos los identificadores personales han sido anonimizados siguiendo protocolos éticos de protección de datos.
DOI: 10.13130/rd_unimi/6g4l2b/drqm77
title: Maggio_1904_Pagina_002.jpg

description: Bulletin of 1904/05/01
DOI: 10.13130/rd_unimi/7sax9x/kojunv
title: Luglio_1902_Pagina_121.jpg

description: Bulletin of 1902/07/31
DOI: 10.13130/rd_unimi/depg5t/4xlps5
title: Maggio_1898_Pagina_061.jpg

description: Bulletin of 1898/05/16
DOI: 10.13130/rd_unimi/gwa1r1/ptb1ou
title: Maggio_1901_Pagina_026.jpg

description: Bulletin of 1901/05/07
DOI: 10.13130/rd_unimi/me79ng/66choq
title: Maggio_1903_Pagina_002.jpg

description: Bulletin of 1903/05/01
DOI: 10.17632/x8ntc8skgs.1
title: Moodle Student Interaction Dataset

description: Este conjunto de datos ofrece una representación temporal estructurada del comportamiento estudiantil, lo que lo hace adecuado para el entrenamiento y la evaluación de modelos de aprendizaje profundo orientados a la predicción temprana del rendimiento académico.

El conjunto de datos utilizado en este estudio está compuesto por registros de interacción en línea obtenidos desde la plataforma Moodle de una Universidad, tales como cuestionarios, foros, tareas y accesos al sistema, correspondientes a cuatro periodos académicos comprendidos entre los años 2023 a 2025. Dichos registros provienen de estudiantes matriculados en una unica asignatura. El dataset incluye un total de 1'569.165 registros de estudiantes asociados a 5.717 estudiantes únicos, considerando que algunos estudiantes participaron en más de un periodo académico debido a repitencia. Además, contiene en la última columna, una variable objetivo corresponde al estado de acreditación del estudiante en la asignatura, definida como una salida binaria (acreditado / no acreditado). 
Todos los identificadores personales han sido anonimizados siguiendo protocolos éticos de protección de datos.
DOI: 10.13130/rd_unimi/6g4l2b/pkf4gt
title: Maggio_1904_Pagina_003.jpg

description: Bulletin of 1904/05/01
DOI: 10.13130/rd_unimi/7sax9x/ih0rg9
title: Luglio_1902_Pagina_122.jpg

description: Bulletin of 1902/07/31
DOI: 10.13130/rd_unimi/depg5t/yjzy2i
title: Maggio_1898_Pagina_062.jpg

description: Bulletin of 1898/05/16
DOI: 10.13130/rd_unimi/7sax9x/wp8cvf
title: Luglio_1902_Pagina_123.jpg

description: Bulletin of 1902/07/31
DOI: 10.13130/rd_unimi/gwa1r1/elaske
title: Maggio_1901_Pagina_027.jpg

description: Bulletin of 1901/05/07
DOI: 10.13130/rd_unimi/me79ng/0yjftv
title: Maggio_1903_Pagina_003.jpg

description: Bulletin of 1903/05/01
DOI: 10.17632/77sztrg5ks
title: LCORE-D: A Benchmark Dataset for Core Network Analysis

description: This dataset presents a controlled, fault-annotated network monitoring dataset collected from a large-scale emulated Internet Service Provider Network (ISP) deployed using GNS3. The dataset comprises 407 hours of network monitoring data, which includes both induced fault events and naturally occurring transient faults. The dataset captures both healthy and faulty network behaviour under a wide range of intentionally induced hard failures, such as single and multiple link failures, node failures, routing misconfigurations, and line card failures. In addition to these deliberate fault injections, the dataset also includes transient faults that were not intentionally induced. These transient faults emerge naturally as a consequence of network dynamics, including protocol reconvergence, brief control-plane instability, and short-duration connectivity disruptions that resolve without operator intervention. By preserving these transient events rather than filtering them out, the dataset supports research on transient fault detection, false alarm reduction, and the temporal evolution of network failures.
DOI: 10.13130/rd_unimi/6g4l2b/ioagt2
title: Maggio_1904_Pagina_004.jpg

description: Bulletin of 1904/05/01
DOI: 10.13130/rd_unimi/depg5t/td4pe7
title: Maggio_1898_Pagina_063.jpg

description: Bulletin of 1898/05/16
DOI: 10.13130/rd_unimi/gwa1r1/pelvvc
title: Maggio_1901_Pagina_028.jpg

description: Bulletin of 1901/05/07
DOI: 10.13130/rd_unimi/me79ng/cwozvl
title: Maggio_1903_Pagina_004.jpg

description: Bulletin of 1903/05/01
DOI: 10.13130/rd_unimi/6g4l2b/xkhthu
title: Maggio_1904_Pagina_005.jpg

description: Bulletin of 1904/05/02
DOI: 10.13130/rd_unimi/7sax9x/ptsdez
title: Luglio_1902_Pagina_124.jpg

description: Bulletin of 1902/07/31
DOI: 10.17632/77sztrg5ks.2
title: LCORE-D: A Benchmark Dataset for Core Network Analysis

description: This dataset presents a controlled, fault-annotated network monitoring dataset collected from a large-scale emulated Internet Service Provider Network (ISP) deployed using GNS3. The dataset comprises 407 hours of network monitoring data, which includes both induced fault events and naturally occurring transient faults. The dataset captures both healthy and faulty network behaviour under a wide range of intentionally induced hard failures, such as single and multiple link failures, node failures, routing misconfigurations, and line card failures. In addition to these deliberate fault injections, the dataset also includes transient faults that were not intentionally induced. These transient faults emerge naturally as a consequence of network dynamics, including protocol reconvergence, brief control-plane instability, and short-duration connectivity disruptions that resolve without operator intervention. By preserving these transient events rather than filtering them out, the dataset supports research on transient fault detection, false alarm reduction, and the temporal evolution of network failures.
DOI: 10.13130/rd_unimi/depg5t/gz6xll
title: Maggio_1898_Pagina_064.jpg

description: Bulletin of 1898/05/16
DOI: 10.13130/rd_unimi/gwa1r1/sidxbv
title: Maggio_1901_Pagina_029.jpg

description: Bulletin of 1901/05/08
DOI: 10.13130/rd_unimi/me79ng/1idlkh
title: Maggio_1903_Pagina_005.jpg

description: Bulletin of 1903/05/02
DOI: 10.13130/rd_unimi/6g4l2b/k1gd7w
title: Maggio_1904_Pagina_006.jpg

description: Bulletin of 1904/05/02
DOI: 10.13130/rd_unimi/7sax9x/pxyn04
title: Maggio_1902_Pagina_001.jpg

description: Bulletin of 1902/05/01
DOI: 10.13130/rd_unimi/7sax9x/d2psdu
title: Maggio_1902_Pagina_002.jpg

description: Bulletin of 1902/05/01
DOI: 10.13130/rd_unimi/depg5t/ynq5cg
title: Maggio_1898_Pagina_065.jpg

description: Bulletin of 1898/05/17
DOI: 10.13130/rd_unimi/gwa1r1/pp8nwv
title: Maggio_1901_Pagina_030.jpg

description: Bulletin of 1901/05/08
DOI: 10.13130/rd_unimi/6g4l2b/syzivp
title: Maggio_1904_Pagina_007.jpg

description: Bulletin of 1904/05/02
DOI: 10.13130/rd_unimi/depg5t/jzhxew
title: Maggio_1898_Pagina_066.jpg

description: Bulletin of 1898/05/17
DOI: 10.13130/rd_unimi/me79ng/uvqqut
title: Maggio_1903_Pagina_006.jpg

description: Bulletin of 1903/05/02
DOI: 10.17632/wfhwgr2d8b
title: R Scripts: Correlation between synthesis parameters and characteristic properties of plant-mediated green synthesized nanoceria: a statistical analysis approach

description: These are the R Scripts used in the Manuscript titled: Correlation between synthesis parameters and characteristic properties of plant-mediated green synthesized nanoceria: a statistical analysis approach
DOI: 10.13130/rd_unimi/7sax9x/mg1ase
title: Maggio_1902_Pagina_003.jpg

description: Bulletin of 1902/05/01
DOI: 10.13130/rd_unimi/gwa1r1/btv8wt
title: Maggio_1901_Pagina_031.jpg

description: Bulletin of 1901/05/08
DOI: 10.17632/wfhwgr2d8b.1
title: R Scripts: Correlation between synthesis parameters and characteristic properties of plant-mediated green synthesized nanoceria: a statistical analysis approach

description: These are the R Scripts used in the Manuscript titled: Correlation between synthesis parameters and characteristic properties of plant-mediated green synthesized nanoceria: a statistical analysis approach
DOI: 10.13130/rd_unimi/6g4l2b/eu9hk0
title: Maggio_1904_Pagina_008.jpg

description: Bulletin of 1904/05/02
DOI: 10.13130/rd_unimi/depg5t/ccc6kd
title: Maggio_1898_Pagina_067.jpg

description: Bulletin of 1898/05/17
DOI: 10.13130/rd_unimi/me79ng/6aoybd
title: Maggio_1903_Pagina_007.jpg

description: Bulletin of 1903/05/02
DOI: 10.13130/rd_unimi/7sax9x/cynacd
title: Maggio_1902_Pagina_004.jpg

description: Bulletin of 1902/05/01
DOI: 10.13130/rd_unimi/gwa1r1/hppp7v
title: Maggio_1901_Pagina_032.jpg

description: Bulletin of 1901/05/08
DOI: 10.13130/rd_unimi/me79ng/ldzpcv
title: Maggio_1903_Pagina_008.jpg

description: Bulletin of 1903/05/02
DOI: 10.13130/rd_unimi/6g4l2b/xndu11
title: Maggio_1904_Pagina_009.jpg

description: Bulletin of 1904/05/03
DOI: 10.13130/rd_unimi/depg5t/wjvvzy
title: Maggio_1898_Pagina_068.jpg

description: Bulletin of 1898/05/17
DOI: 10.13130/rd_unimi/gwa1r1/jd0jqz
title: Maggio_1901_Pagina_033.jpg

description: Bulletin of 1901/05/09
DOI: 10.17632/7t3zsy8g6w
title: GAI-HIQ

description: This dataset contains anonymized data generated during the development of the GAI-HIQ framework. It includes expert consultation questionnaire responses, AHP pairwise comparison input data for indicator weighting, and expert rating results from a pilot test of the framework. All data were anonymized prior to upload, and no personal or identifiable information is included. The dataset supports transparency and reproducibility of the framework development process.
DOI: 10.13130/rd_unimi/7sax9x/tgydmo
title: Maggio_1902_Pagina_005.jpg

description: Bulletin of 1902/05/02
DOI: 10.13130/rd_unimi/me79ng/nytwnf
title: Maggio_1903_Pagina_009.jpg

description: Bulletin of 1903/05/03
DOI: 10.13130/rd_unimi/depg5t/vumq5h
title: Maggio_1898_Pagina_069.jpg

description: Bulletin of 1898/05/18
DOI: 10.13130/rd_unimi/gwa1r1/eckq73
title: Maggio_1901_Pagina_034.jpg

description: Bulletin of 1901/05/09
DOI: 10.13130/rd_unimi/me79ng/8za0sg
title: Maggio_1903_Pagina_010.jpg

description: Bulletin of 1903/05/03
DOI: 10.17632/7t3zsy8g6w.1
title: GAI-HIQ

description: This dataset contains anonymized data generated during the development of the GAI-HIQ framework. It includes expert consultation questionnaire responses, AHP pairwise comparison input data for indicator weighting, and expert rating results from a pilot test of the framework. All data were anonymized prior to upload, and no personal or identifiable information is included. The dataset supports transparency and reproducibility of the framework development process.
DOI: 10.13130/rd_unimi/6g4l2b/slgeni
title: Maggio_1904_Pagina_010.jpg

description: Bulletin of 1904/05/03
DOI: 10.13130/rd_unimi/7sax9x/dtei84
title: Maggio_1902_Pagina_006.jpg

description: Bulletin of 1902/05/02
DOI: 10.13130/rd_unimi/depg5t/csd2zv
title: Maggio_1898_Pagina_070.jpg

description: Bulletin of 1898/05/18
DOI: 10.13130/rd_unimi/gwa1r1/u56mdw
title: Maggio_1901_Pagina_035.jpg

description: Bulletin of 1901/05/09
DOI: 10.13130/rd_unimi/6g4l2b/3poxwj
title: Maggio_1904_Pagina_011.jpg

description: Bulletin of 1904/05/03
DOI: 10.13130/rd_unimi/7sax9x/pdkw3s
title: Maggio_1902_Pagina_007.jpg

description: Bulletin of 1902/05/02
DOI: 10.13130/rd_unimi/me79ng/tyx4a5
title: Maggio_1903_Pagina_011.jpg

description: Bulletin of 1903/05/03
DOI: 10.15468/dl.6jd857
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Lao People’s Democratic Republic",
 "TaxonKey is Gecarcinucidae"
 ]
}

 The dataset includes 12 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055755-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/83g4zgzkfw
title: Molecular-Scale Insights into Surface-Induced Cobalt Precipitation on Palygorskite: Roles of pH, Metal Concentration, and Mineral Template

description: Research data for the paper titled "Molecular-Scale Insights into Surface-Induced Cobalt Precipitation on Palygorskite: Roles of pH, Metal Concentration, and Mineral Template" , consisting of batch sorption experiments and EXAFS spectra.
DOI: 10.13130/rd_unimi/7sax9x/kjw7ak
title: Maggio_1902_Pagina_008.jpg

description: Bulletin of 1902/05/02
DOI: 10.13130/rd_unimi/gwa1r1/elikjm
title: Maggio_1901_Pagina_036.jpg

description: Bulletin of 1901/05/09
DOI: 10.17632/83g4zgzkfw.1
title: Molecular-Scale Insights into Surface-Induced Cobalt Precipitation on Palygorskite: Roles of pH, Metal Concentration, and Mineral Template

description: Research data for the paper titled "Molecular-Scale Insights into Surface-Induced Cobalt Precipitation on Palygorskite: Roles of pH, Metal Concentration, and Mineral Template" , consisting of batch sorption experiments and EXAFS spectra.
DOI: 10.13130/rd_unimi/6g4l2b/qhc5d1
title: Maggio_1904_Pagina_012.jpg

description: Bulletin of 1904/05/03
DOI: 10.13130/rd_unimi/depg5t/geewrl
title: Maggio_1898_Pagina_071.jpg

description: Bulletin of 1898/05/18
DOI: 10.13130/rd_unimi/me79ng/cfmzti
title: Maggio_1903_Pagina_012.jpg

description: Bulletin of 1903/05/03