cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18456280
title: Dataset for: Polarization Dynamics in VCSELs Under Sinusoidal Signal Modulation around the Polarization Switching Point

description: Open Data - Polarization Dynamics in VCSELs Under Sinusoidal Signal Modulation around the Polarization Switching Point

This repository contains the MATLAB numerical simulation data and post-processing codesassociated with the publication entitled: "Polarization Dynamics in VCSELs UnderSinusoidal Signal Modulation around the Polarization Switching point". The data are used to generate the figures presented in the associated publication.

Content:



DatasetsTwo datasets are provided, both containing statistical figures of meritcomputed from time-domain SFM simulations.

 

Each dataset contains a structure "all_results" of fields in the following order:



Percentage of polarization switching events (PS)

Percentage of X-LP mode dominance

Percentage of Y-LP mode dominance

Average intensity of the X-LP mode

Average intensity of the Y-LP mode

Variance of intensity of the X-LP mode

Variance of intensity of the Y-LP mode

Pearson correlation coefficients following the X-LP mode

Pearson correlation coefficients following the Y-LP mode

SFM parameter combination used for each simulation point


The SFM parameter contains in order:







Line enhancement factor

Field decay rate

Injection current

Angle difference

Linear phase anisotropy

Linear amplitude anisotropy

Spin flip relaxation rate

Spontaneous emission (noise)

modulation frequency

modulation amplitude

time-step of the simulation




Each row of the fields corresponds to a unique combination of the different variables



Dataset 1: Result_Data_Figure_3_4_5This dataset is used to generate Figures 3, 4, and 5. The dataset is obtainedfor a fixed modulation amplitude of 0.3.

Dataset 2: Result_Data_Figure_6This dataset is used to generate Figure 6. The dataset is obtained for injectioncurrent values of 1.55 and 1.62.



ScriptsTwo MATLAB scripts are included to extract and visualize the data:




Code 1: Data_Extraction_and_plotting_figure_3_4_5Extracts and plots statistics from Dataset 1 (fixed amplitude, varying current)

Code 2: Data_Extraction_and_plotting_figre_6Extracts and plots statistics from Dataset 2 (fixed current, varying amplitude)


Contact 

salah.eddine.guessoum@vub.be  martin.virte@vub.be
DOI: 10.25549/prim-m194
title: Mark L. Moody Collection

description: The Pacific Rim Archive (PRIM) brings together archival materials relating to America's first century of involvement in and impressions of East Asia (broadly interpreted as including activities from the 1840s through the 1940s). Trading relations predate this period, but not at the level that began to develop with the United States' active settlement of its Pacific shores. And, on the other hand, the level of American involvement in East Asia following the defeat of Japan, and particularly the outbreak of the Korean War was on a much different level than this first century of the "Pacific Rim."
DOI: 10.25549/prim-c46-281
title: Mark Moody and other mounted soldiers

description: The Pacific Rim Archive (PRIM) brings together archival materials relating to America's first century of involvement in and impressions of East Asia (broadly interpreted as including activities from the 1840s through the 1940s). Trading relations predate this period, but not at the level that began to develop with the United States' active settlement of its Pacific shores. And, on the other hand, the level of American involvement in East Asia following the defeat of Japan, and particularly the outbreak of the Korean War was on a much different level than this first century of the "Pacific Rim."
DOI: 10.15468/dl.9dvtyp
title: Occurrence Download

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Suncus",
 "Year 2001-2026"
 ]
}

 The dataset includes 98 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009552-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/prim-m235
title: Mark L. Moody Collection

description: The Pacific Rim Archive (PRIM) brings together archival materials relating to America's first century of involvement in and impressions of East Asia (broadly interpreted as including activities from the 1840s through the 1940s). Trading relations predate this period, but not at the level that began to develop with the United States' active settlement of its Pacific shores. And, on the other hand, the level of American involvement in East Asia following the defeat of Japan, and particularly the outbreak of the Korean War was on a much different level than this first century of the "Pacific Rim."
DOI: 10.5281/zenodo.14045604
title: Data and code for the publication of a surge-specific DEM workflow on ASTER DEMs.

description: This repository is associated to the publication published with the title "Glacier surge monitoring from temporally dense elevation time series: application to an ASTER dataset over the Karakoram region" (Beraud et al., 2025).It contains elevation change maps produced by the workflow, stacks of elevation interpolated by the workflow as netCDF files, the Python script of the workflow, and vector outlines used in the study.

The elevation change maps and the elevation stacks covers several HMA regions, including Karakoram the study area of the publication.It covers the areas the most prone to surge events over 2000-2020, in the following regions: Karakoram, Pamir, Central Tien Shan, Eastern and Western Kunlun Shan.

_______________________________Content of the data repository:



Elevation change maps (archive dh_maps_[region].zip, containing raster **.tif files)    Regional maps of the elevation changes over different periods (3 years, 5 years, and 2002-2019), interpolated results in metres (m).    Name: dh_[date1]_[date2].tif    

Surge-affected areas (archive selectedGlaciers_Areas.zip, containing vector **.gpkg files)    Surge-affected areas drawn manually of four selected glacier surges, divided into reservoir and receiving areas.    

Python script dem_processing_publi.py    Script with the implementation of the workflow presented in this study.    

Python script Starter_ASTERdems.py    Introductory script with basic functions to use the interpolated ASTER dataset.    

Processed DEMs, interpolated ASTER stacks (stacks_[region].zip, containing **.nc files)    Archive with ASTER stacks interpolated with the workflow, in .nc NetCDF format. The area of each stack is 1x1° tiles, the name in the format "N38E075" correspond to the bottom left coordinate of the tile (N38E075: longitude 75° to 76°, latitude 38° to 39°).    The Coordinate Reference System of each stack can be retrieved in the stack attributes, see Starter_ASTERdems.py, function open_plot_stack().    

Processed DEMs merged by regions, interpolated ASTER stacks (stacks_merged_by_region.zip, containing **.nc files)    Archive with ASTER stacks interpolated with the workflow, in .nc NetCDF format. [region]_merged_ALPS-REML.nc files in the directory are the product of the merging of 1x1° tiles product 5., for which all the region tiles are merged after bilinear interpolation on the same coordinate grid (slight loss of quality expected for some tiles).


_______________________________Associated publication:

Beraud, L., Brun, F., Dehecq, A., Hugonnet, R., and Shekhar, P.: Glacier surge monitoring from temporally dense elevation time series: application to an ASTER dataset over the Karakoram region, The Cryosphere, 19, 5075–5094, https://doi.org/10.5194/tc-19-5075-2025, 2025.
DOI: 10.5281/zenodo.18768875
title: Data and code for the publication of a surge-specific DEM workflow on ASTER DEMs.

description: This repository is associated to the publication published with the title "Glacier surge monitoring from temporally dense elevation time series: application to an ASTER dataset over the Karakoram region" (Beraud et al., 2025).It contains elevation change maps produced by the workflow, stacks of elevation interpolated by the workflow as netCDF files, the Python script of the workflow, and vector outlines used in the study.

The elevation change maps and the elevation stacks covers several HMA regions, including Karakoram the study area of the publication.It covers the areas the most prone to surge events over 2000-2020, in the following regions: Karakoram, Pamir, Central Tien Shan, Eastern and Western Kunlun Shan.

_______________________________Content of the data repository:



Elevation change maps (archive dh_maps_[region].zip, containing raster **.tif files)    Regional maps of the elevation changes over different periods (3 years, 5 years, and 2002-2019), interpolated results in metres (m).    Name: dh_[date1]_[date2].tif    

Surge-affected areas (archive selectedGlaciers_Areas.zip, containing vector **.gpkg files)    Surge-affected areas drawn manually of four selected glacier surges, divided into reservoir and receiving areas.    

Python script dem_processing_publi.py    Script with the implementation of the workflow presented in this study.    

Python script Starter_ASTERdems.py    Introductory script with basic functions to use the interpolated ASTER dataset.    

Processed DEMs, interpolated ASTER stacks (stacks_[region].zip, containing **.nc files)    Archive with ASTER stacks interpolated with the workflow, in .nc NetCDF format. The area of each stack is 1x1° tiles, the name in the format "N38E075" correspond to the bottom left coordinate of the tile (N38E075: longitude 75° to 76°, latitude 38° to 39°).    The Coordinate Reference System of each stack can be retrieved in the stack attributes, see Starter_ASTERdems.py, function open_plot_stack().    

Processed DEMs merged by regions, interpolated ASTER stacks (stacks_merged_by_region.zip, containing **.nc files)    Archive with ASTER stacks interpolated with the workflow, in .nc NetCDF format. [region]_merged_ALPS-REML.nc files in the directory are the product of the merging of 1x1° tiles product 5., for which all the region tiles are merged after bilinear interpolation on the same coordinate grid (slight loss of quality expected for some tiles).


_______________________________Associated publication:

Beraud, L., Brun, F., Dehecq, A., Hugonnet, R., and Shekhar, P.: Glacier surge monitoring from temporally dense elevation time series: application to an ASTER dataset over the Karakoram region, The Cryosphere, 19, 5075–5094, https://doi.org/10.5194/tc-19-5075-2025, 2025.
DOI: 10.25549/prim-c46-283
title: Bridges in Suzhou, the "Venice of China"

description: 1. 吳門橋 Wumen Bridge
DOI: 10.25549/prim-c46-296
title: Mark Moody's hunting party visits Meo village in French Indochina

description: The Pacific Rim Archive (PRIM) brings together archival materials relating to America's first century of involvement in and impressions of East Asia (broadly interpreted as including activities from the 1840s through the 1940s). Trading relations predate this period, but not at the level that began to develop with the United States' active settlement of its Pacific shores. And, on the other hand, the level of American involvement in East Asia following the defeat of Japan, and particularly the outbreak of the Korean War was on a much different level than this first century of the "Pacific Rim."
DOI: 10.25549/prim-c46-541
title: "Chuang qiche luxing quan Mei xin jilu," Xinwen bao 9/21/1934

description: This article is a report of a 12,000 mile automobile trip across the United States undertaken by Mark L. Moody, owner of the Chrysler dealership in Shanghai, and his family.
DOI: 10.25549/prim-c46-559
title: "Shanghai now boasts big game hunter in local motor dealer," China Press 3/20/1938

description: The Pacific Rim Archive (PRIM) brings together archival materials relating to America's first century of involvement in and impressions of East Asia (broadly interpreted as including activities from the 1840s through the 1940s). Trading relations predate this period, but not at the level that began to develop with the United States' active settlement of its Pacific shores. And, on the other hand, the level of American involvement in East Asia following the defeat of Japan, and particularly the outbreak of the Korean War was on a much different level than this first century of the "Pacific Rim."
DOI: 10.25549/prim-c46-560
title: "Shanghai now boasts big game hunter in local motor dealer," China Press 3/20/1938

description: The Pacific Rim Archive (PRIM) brings together archival materials relating to America's first century of involvement in and impressions of East Asia (broadly interpreted as including activities from the 1840s through the 1940s). Trading relations predate this period, but not at the level that began to develop with the United States' active settlement of its Pacific shores. And, on the other hand, the level of American involvement in East Asia following the defeat of Japan, and particularly the outbreak of the Korean War was on a much different level than this first century of the "Pacific Rim."
DOI: 10.25549/prim-c46-574
title: "Thrilling adventures of hunters in Indo-China jungles," Shanghai Sunday Times 3/20/1938

description: The Pacific Rim Archive (PRIM) brings together archival materials relating to America's first century of involvement in and impressions of East Asia (broadly interpreted as including activities from the 1840s through the 1940s). Trading relations predate this period, but not at the level that began to develop with the United States' active settlement of its Pacific shores. And, on the other hand, the level of American involvement in East Asia following the defeat of Japan, and particularly the outbreak of the Korean War was on a much different level than this first century of the "Pacific Rim."
DOI: 10.15468/dl.jv3x6j
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Suncus etruscus",
 "Year 2001-2026"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009554-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/prim-c46-577
title: "Thrilling adventures of hunters in Indo-China jungles," Shanghai Sunday Times 3/20/1938

description: The Pacific Rim Archive (PRIM) brings together archival materials relating to America's first century of involvement in and impressions of East Asia (broadly interpreted as including activities from the 1840s through the 1940s). Trading relations predate this period, but not at the level that began to develop with the United States' active settlement of its Pacific shores. And, on the other hand, the level of American involvement in East Asia following the defeat of Japan, and particularly the outbreak of the Korean War was on a much different level than this first century of the "Pacific Rim."
DOI: 10.25549/prim-c46-389
title: Mark L. Moody. April 1927 U.S. passport

description: The Pacific Rim Archive (PRIM) brings together archival materials relating to America's first century of involvement in and impressions of East Asia (broadly interpreted as including activities from the 1840s through the 1940s). Trading relations predate this period, but not at the level that began to develop with the United States' active settlement of its Pacific shores. And, on the other hand, the level of American involvement in East Asia following the defeat of Japan, and particularly the outbreak of the Korean War was on a much different level than this first century of the "Pacific Rim."
DOI: 10.25549/prim-c46-392
title: Mark L. Moody. April 1927 U.S. passport

description: The Pacific Rim Archive (PRIM) brings together archival materials relating to America's first century of involvement in and impressions of East Asia (broadly interpreted as including activities from the 1840s through the 1940s). Trading relations predate this period, but not at the level that began to develop with the United States' active settlement of its Pacific shores. And, on the other hand, the level of American involvement in East Asia following the defeat of Japan, and particularly the outbreak of the Korean War was on a much different level than this first century of the "Pacific Rim."
DOI: 10.25549/prim-c46-399
title: Mark L. Moody. May 1927 U.S. passport

description: The Pacific Rim Archive (PRIM) brings together archival materials relating to America's first century of involvement in and impressions of East Asia (broadly interpreted as including activities from the 1840s through the 1940s). Trading relations predate this period, but not at the level that began to develop with the United States' active settlement of its Pacific shores. And, on the other hand, the level of American involvement in East Asia following the defeat of Japan, and particularly the outbreak of the Korean War was on a much different level than this first century of the "Pacific Rim."
DOI: 10.5281/zenodo.18769393
title: Computational full test data report for paper "Fertilizer Planning Strategies Supporting Low-Emission Transitions in Regulated Agricultural Systems"

description: This dataset contains the computational results supporting the numerical analysis of the proposed QL-VNS. The experiments compare four solution approaches: QL-VNS, VNS, Simulated Annealing, and the exact solver Gurobi. The test instances vary in size and structural parameters (installations, periods, scenarios, and products) to assess scalability and robustness.

For each instance and each method, 10 independent runs were executed. The dataset reports the objective value (total expected cost) and the corresponding CPU time for every run. The results presented in the associated paper are based on averages across these runs. This dataset enables full reproducibility of the computational study and provides a benchmark for future research on learning-enhanced metaheuristics and stochastic optimization under carbon regulation.
DOI: 10.5281/zenodo.18769392
title: Computational full test data report for paper "Fertilizer Planning Strategies Supporting Low-Emission Transitions in Regulated Agricultural Systems"

description: This dataset contains the computational results supporting the numerical analysis of the proposed QL-VNS. The experiments compare four solution approaches: QL-VNS, VNS, Simulated Annealing, and the exact solver Gurobi. The test instances vary in size and structural parameters (installations, periods, scenarios, and products) to assess scalability and robustness.

For each instance and each method, 10 independent runs were executed. The dataset reports the objective value (total expected cost) and the corresponding CPU time for every run. The results presented in the associated paper are based on averages across these runs. This dataset enables full reproducibility of the computational study and provides a benchmark for future research on learning-enhanced metaheuristics and stochastic optimization under carbon regulation.
DOI: 10.25549/prim-c46-408
title: Mark L. Moody. 1929 U.S. passport

description: The Pacific Rim Archive (PRIM) brings together archival materials relating to America's first century of involvement in and impressions of East Asia (broadly interpreted as including activities from the 1840s through the 1940s). Trading relations predate this period, but not at the level that began to develop with the United States' active settlement of its Pacific shores. And, on the other hand, the level of American involvement in East Asia following the defeat of Japan, and particularly the outbreak of the Korean War was on a much different level than this first century of the "Pacific Rim."
DOI: 10.25549/prim-c46-410
title: Mark L. Moody. 1929 U.S. passport

description: The Pacific Rim Archive (PRIM) brings together archival materials relating to America's first century of involvement in and impressions of East Asia (broadly interpreted as including activities from the 1840s through the 1940s). Trading relations predate this period, but not at the level that began to develop with the United States' active settlement of its Pacific shores. And, on the other hand, the level of American involvement in East Asia following the defeat of Japan, and particularly the outbreak of the Korean War was on a much different level than this first century of the "Pacific Rim."
DOI: 10.25549/prim-c46-358
title: Japanese troops on Shanghai street

description: The Pacific Rim Archive (PRIM) brings together archival materials relating to America's first century of involvement in and impressions of East Asia (broadly interpreted as including activities from the 1840s through the 1940s). Trading relations predate this period, but not at the level that began to develop with the United States' active settlement of its Pacific shores. And, on the other hand, the level of American involvement in East Asia following the defeat of Japan, and particularly the outbreak of the Korean War was on a much different level than this first century of the "Pacific Rim."
DOI: 10.25549/prim-c46-359
title: Japanese troops on Shanghai street

description: The Pacific Rim Archive (PRIM) brings together archival materials relating to America's first century of involvement in and impressions of East Asia (broadly interpreted as including activities from the 1840s through the 1940s). Trading relations predate this period, but not at the level that began to develop with the United States' active settlement of its Pacific shores. And, on the other hand, the level of American involvement in East Asia following the defeat of Japan, and particularly the outbreak of the Korean War was on a much different level than this first century of the "Pacific Rim."
DOI: 10.25549/prim-c46-368
title: Fourteen Chinese guest passengers on Mark Moody's boat, "Wanderer"

description: The Pacific Rim Archive (PRIM) brings together archival materials relating to America's first century of involvement in and impressions of East Asia (broadly interpreted as including activities from the 1840s through the 1940s). Trading relations predate this period, but not at the level that began to develop with the United States' active settlement of its Pacific shores. And, on the other hand, the level of American involvement in East Asia following the defeat of Japan, and particularly the outbreak of the Korean War was on a much different level than this first century of the "Pacific Rim."
DOI: 10.25549/prim-m377
title: Mark L. Moody Collection

description: The Pacific Rim Archive (PRIM) brings together archival materials relating to America's first century of involvement in and impressions of East Asia (broadly interpreted as including activities from the 1840s through the 1940s). Trading relations predate this period, but not at the level that began to develop with the United States' active settlement of its Pacific shores. And, on the other hand, the level of American involvement in East Asia following the defeat of Japan, and particularly the outbreak of the Korean War was on a much different level than this first century of the "Pacific Rim."
DOI: 10.25549/prim-c46-381
title: Alla Mae Simpson. 1920 U.S. passport

description: The Pacific Rim Archive (PRIM) brings together archival materials relating to America's first century of involvement in and impressions of East Asia (broadly interpreted as including activities from the 1840s through the 1940s). Trading relations predate this period, but not at the level that began to develop with the United States' active settlement of its Pacific shores. And, on the other hand, the level of American involvement in East Asia following the defeat of Japan, and particularly the outbreak of the Korean War was on a much different level than this first century of the "Pacific Rim."