cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.24574672.v1
title: Data and code from: Farm management and landscape context shapes plant diversity at wetland edges in the prairie pothole region of Canada.

description: <b>Abstract from associated paper (</b><b>Farm management and landscape context shapes plant diversity at wetland edges in the prairie pothole region of Canada, Ecological Applications in press).</b>Evaluating impacts of farming systems on biodiversity is increasingly important given the need to stem biodiversity loss, decrease fossil fuel dependency, and maintain ecosystem services benefitting farmers. We recorded woody and herbaceous plant species diversity, composition and abundance in 43 wetland-adjacent prairie remnants beside cropfields managed using conventional, minimum tillage, organic, or permanent land management in the Prairie Pothole Region. We used a hierarchical framework to estimate diversity at regional and local scales (gamma, alpha), and how these related through species turnover (beta diversity). We tested the expectation that gamma richness/evenness and beta diversity of all plants would be higher in remnants adjacent to perennial cover and organic fields than conventional and minimum-tillage fields. We expected the same findings for plants providing ecosystem services (bee-pollinated species) and disservices (introduced species). We predicted similar relative effects of land management on alpha diversity, but with the expectation that benefits of organic farming would decrease with increasing native grassland in surrounding landscapes. Gamma richness and evenness of all plants were highest for perennial cover, followed by minimum-tillage, organic and conventional sites. Bee-pollinated species followed a similar pattern for richness but for evenness organic farming came second, after perennial cover sites, followed by minimum-tillage and conventional. For introduced species, organic sites had highest gamma richness and evenness. Grassland amount moderated the effect of land management type on all plants and bee-pollinated plant richness, but not as expected. Richness for organic sites increased with the amount of native grassland in the surrounding landscape. Conversely, for conventional sites, richness increased as the amount of native grassland in the landscape declined. Our results are consistent with the expectation that adopting wildlife-friendly land management practices can benefit biodiversity at regional and local scales, in particular use of perennial cover to benefit plant diversity at regional scales. At more local extents, organic farming increased plant richness, but only when sufficient native grassland was available in the surrounding landscape; organic farms also had highest beta-diversity for all plants and bee-pollinated plants. Maintaining native cover in agroecosystems, in addition to low-intensity farming practices could sustain plant biodiversity and facilitate important ecosystem services.
DOI: 10.5281/zenodo.10519983
title: Evolution and genetic architecture of sex-limited polymorphism in cuckoos

description: Associated bioinformatic code for genotyping analyses and input data for plotting primary figures within the manuscript. For full author list, affiliations, and funding information please see the primary manuscript and https://github.com/merondun/cuculus_plumage.
DOI: 10.5281/zenodo.10552672
title: Evolution and genetic architecture of sex-limited polymorphism in cuckoos

description: Associated bioinformatic code for genotyping analyses and input data for plotting primary figures within the manuscript. For full author list, affiliations, and funding information please see the primary manuscript and https://github.com/merondun/cuculus_plumage.
DOI: 10.5281/zenodo.8335942
title: Evolution and genetic architecture of sex-limited polymorphism in cuckoos

description: Associated bioinformatic code for genotyping analyses and input data for plotting primary figures within the manuscript. For full author list, affiliations, and funding information please see the primary manuscript and https://github.com/merondun/cuculus_plumage.
DOI: 10.5517/ccdc.csd.cc2fyv7h
title: CCDC 2263007: Experimental Crystal Structure Determination

description: Related Article: M. Woińska, A.A. Hoser, M.L. Chodkiewicz, K. Woźniak|2023|IUCrJ|11|45|doi:10.1107/S205225252300951X
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2fyv9k
title: CCDC 2263009: Experimental Crystal Structure Determination

description: Related Article: M. Woińska, A.A. Hoser, M.L. Chodkiewicz, K. Woźniak|2023|IUCrJ|11|45|doi:10.1107/S205225252300951X
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2g3f12
title: CCDC 2267403: Experimental Crystal Structure Determination

description: Related Article: Zi-Yue Chen, Xi-Rui Wang, Ke-Lan Xu, Pan Hu, You-Ping Tian, Hui-Juan Wang, Ying Zhou, Xiong-Li Liu|2024|New J.Chem.|48|1688|doi:10.1039/D3NJ05076A
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2dqvqq
title: CCDC 2226504: Experimental Crystal Structure Determination

description: Related Article: Jun-hao Shi, Hong-lei Xia, Si-wei Song, Si-tong Chen, Zi-wu Cai, Yu-teng Cao, Wen-quan Zhang|2023|Energetic Materials Frontiers|4|194|doi:10.1016/j.enmf.2023.08.002
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2g4kbj
title: CCDC 2268497: Experimental Crystal Structure Determination

description: Related Article: Jun-hao Shi, Hong-lei Xia, Si-wei Song, Si-tong Chen, Zi-wu Cai, Yu-teng Cao, Wen-quan Zhang|2023|Energetic Materials Frontiers|4|194|doi:10.1016/j.enmf.2023.08.002
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2g4kmt
title: CCDC 2268506: Experimental Crystal Structure Determination

description: Related Article: Jun-hao Shi, Hong-lei Xia, Si-wei Song, Si-tong Chen, Zi-wu Cai, Yu-teng Cao, Wen-quan Zhang|2023|Energetic Materials Frontiers|4|194|doi:10.1016/j.enmf.2023.08.002
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6084/m9.figshare.24584787
title: Supplement: NADPH oxidase 1 promotes hepatic steatosis in obese mice and is abrogated by augmented skeletal muscle mass

description: Supplement: NADPH oxidase 1 promotes hepatic steatosis in obese mice and is abrogated by augmented skeletal muscle mass
DOI: 10.48324/dandi.000469/0.240122.1812
title: Dataset of human-single neuron activity during a Sternberg working memory task.

description: We present a dataset of 1809 single neurons recorded from the human medial temporal lobe (amygdala and hippocampus) and medial frontal lobe (anterior cingulate cortex, pre-supplementary motor area, ventral medial prefrontal cortex) across 41 sessions from 21 patients that underwent intracranial monitoring for epileptic activity. Subjects first performed a screening task (907 neurons), based on which we identified images for which highly selective cells were present in the medial temporal lobe. Subjects then performed a working memory task (902 neurons), in which they were sequentially presented with 1-3 images, and following a maintenance period, were asked if a probe was identical to one of the currently maintained images. This Neural data without borders (NWB) formatted dataset includes spike times, extracellular spike waveforms, stimuli presented, behavior, electrode locations, and subject demographics. As validation, we replicate previous findings on the existence of concept cells and their persistent activity during working memory maintenance. This dataset provides a substantial amount of rare human single neuron recordings together with behavior, thereby enabling investigation of the neural mechanisms of working memory at the single-neuron level.

This code accompanies the following data descriptor: 
* Kyzar M, Kamiński J, Brzezicka A, Reed CM, Chung JM, Mamelak AN, Rutishauser U. Dataset of human-single neuron activity during a Sternberg working memory task. Sci Data. 2024 Jan 18;11(1):89. doi: 10.1038/s41597-024-02943-8. PMID: 38238342; PMCID: PMC10796636.
  [Link to Paper](https://pubmed.ncbi.nlm.nih.gov/38238342/)
* Sample code to access and analyze this dataset has been provided: https://github.com/rutishauserlab/workingmem-release-NWB
DOI: 10.17909/4zf6-dm34
title: TESS "Fast" Target Pixel Files: Sector 73

description: All target pixel files for "fast" (20-second cadence) observations from Sector 73.
DOI: 10.17909/rrkw-pd66
title: TESS Target Pixel Files: Sector 73

description: All target pixel files for (2-minute cadence) observations from Sector 73.
DOI: 10.17909/25k5-rq94
title: TESS "Fast" Light Curves: Sector 73

description: All light curve files for "fast" (20-second cadence) observations from Sector 73.
DOI: 10.17909/8ngv-j059
title: TESS Light Curves: Sector 73

description: All light curve files for (2-minute cadence) observations from Sector 73.
DOI: 10.17909/zsf0-4b33
title: TESS Raw Full Frame Images: Sector 73

description: All raw full frame images from Sector 73.
DOI: 10.17909/td72-7n18
title: TESS Calibrated Full Frame Images: Sector 73

description: All calibrated full frame images from Sector 73.
DOI: 10.17909/dzpx-wz20
title: TESS Data Validation Files: Sector 73

description: All data validation files from Sector 73.
DOI: 10.5281/zenodo.10113581
title: genbank-2022.03-fungi-k31_0.9995_pretrained.zip

description: genbank-2022.03-fungi-k31_0.9995_pretrained.zip
DOI: 10.5281/zenodo.10552760
title: genbank-2022.03-fungi-k31_0.9995_pretrained.zip

description: genbank-2022.03-fungi-k31_0.9995_pretrained.zip
DOI: 10.5281/zenodo.10528876
title: Data and code from: Spectral asynchrony as a measure of ecosystem response diversity

description: Data used for analyses and code to calculate spectral asynchrony and drought responses following the manuscript: Spectral asynchrony as a measure of ecosystem response diversity.
DOI: 10.5281/zenodo.10528875
title: Data and code from: Spectral asynchrony as a measure of ecosystem response diversity

description: Data used for analyses and code to calculate spectral asynchrony and drought responses following the manuscript: Spectral asynchrony as a measure of ecosystem response diversity.
DOI: 10.6084/m9.figshare.24233163.v1
title: A metal-organic capsule self-assembled by hydrogen bonds for adsorption of methylene blue

description: Dyes are a class of hazardous chemicals that can cause harm to the environment and life on earth. However, it remains a huge challenge for the effective removal of the dyes. Herein, a new metal-organic capsule {[Cu(L)(bpy)(H<sub>2</sub>O)]·H<sub>2</sub>O}<sub>n</sub> (<b>1</b>) was synthesised by (4,4’-(((1,3,4-thiadiazole-2,5-diyl)bis(sulfanediyl))bis (methylene)) dibenzoic acid, 2,2’-bipyridine and CuCl<sub>2</sub>∙2 H<sub>2</sub>O under solvothermal condition. Interestingly, two inversion asymmetric units are connected by O-H···O and O-H···N to form a centrosymmetric capsule with cavity. The intermolecular interactions were further quantitatively analysed and visualised by the CrystalExplorer 17.5. Notably, complex <b>1</b> can effectively adsorb methylene blue (MB), and the adsorption performance is linearly correlated with MB concentration. When the concentration of MB was increased from 10 to 50 mg∙L<sup>−1</sup>, the adsorption performance of <b>1</b> was increased from 17.68 to 66.79 mg∙g<sup>−1</sup>, while reduced the MB removal efficiency from 88.4% to 66.4%. The adsorption process is suitable for the pseudo-second-order and the Langmuir model. Furthermore, complex <b>1</b> showed the good recyclability and stability for at least five runs.
DOI: 10.6084/m9.figshare.24233163
title: A metal-organic capsule self-assembled by hydrogen bonds for adsorption of methylene blue

description: Dyes are a class of hazardous chemicals that can cause harm to the environment and life on earth. However, it remains a huge challenge for the effective removal of the dyes. Herein, a new metal-organic capsule {[Cu(L)(bpy)(H<sub>2</sub>O)]·H<sub>2</sub>O}<sub>n</sub> (<b>1</b>) was synthesised by (4,4’-(((1,3,4-thiadiazole-2,5-diyl)bis(sulfanediyl))bis (methylene)) dibenzoic acid, 2,2’-bipyridine and CuCl<sub>2</sub>∙2 H<sub>2</sub>O under solvothermal condition. Interestingly, two inversion asymmetric units are connected by O-H···O and O-H···N to form a centrosymmetric capsule with cavity. The intermolecular interactions were further quantitatively analysed and visualised by the CrystalExplorer 17.5. Notably, complex <b>1</b> can effectively adsorb methylene blue (MB), and the adsorption performance is linearly correlated with MB concentration. When the concentration of MB was increased from 10 to 50 mg∙L<sup>−1</sup>, the adsorption performance of <b>1</b> was increased from 17.68 to 66.79 mg∙g<sup>−1</sup>, while reduced the MB removal efficiency from 88.4% to 66.4%. The adsorption process is suitable for the pseudo-second-order and the Langmuir model. Furthermore, complex <b>1</b> showed the good recyclability and stability for at least five runs.
DOI: 10.5281/zenodo.10113579
title: genbank-2022.03-protozoa-k51_0.9995_pretrained.zip

description: genbank-2022.03-protozoa-k51_0.9995_pretrained.zip
DOI: 10.5281/zenodo.10113580
title: genbank-2022.03-protozoa-k51_0.9995_pretrained.zip

description: genbank-2022.03-protozoa-k51_0.9995_pretrained.zip
DOI: 10.5519/qd.ymx8xrht
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.5281/zenodo.10113578
title: gtdb-rs214-reps.k51_0.80_pretrained.zip

description: gtdb-rs214-reps.k51_0.80_pretrained.zip
DOI: 10.5281/zenodo.10113577
title: gtdb-rs214-reps.k51_0.80_pretrained.zip

description: gtdb-rs214-reps.k51_0.80_pretrained.zip
DOI: 10.5281/zenodo.10113576
title: genbank-2022.03-fungi-k31_0.80_pretrained.zip

description: genbank-2022.03-fungi-k31_0.80_pretrained.zip
DOI: 10.5281/zenodo.10113575
title: genbank-2022.03-fungi-k31_0.80_pretrained.zip

description: genbank-2022.03-fungi-k31_0.80_pretrained.zip
DOI: 10.5281/zenodo.10113573
title: gtdb-rs214-reps.k31_0.9995_pretrained.zip

description: gtdb-rs214-reps.k31_0.9995_pretrained.zip
DOI: 10.5281/zenodo.10113574
title: gtdb-rs214-reps.k31_0.9995_pretrained.zip

description: gtdb-rs214-reps.k31_0.9995_pretrained.zip
DOI: 10.5281/zenodo.10113571
title: genbank-2022.03-protozoa-k21_0.95_pretrained.zip

description: genbank-2022.03-protozoa-k21_0.95_pretrained.zip
DOI: 10.5281/zenodo.10113572
title: genbank-2022.03-protozoa-k21_0.95_pretrained.zip

description: genbank-2022.03-protozoa-k21_0.95_pretrained.zip
DOI: 10.18112/openneuro.ds004907.v1.2.0
title: RestHoldMove
DOI: 10.5281/zenodo.10113569
title: gtdb-rs214-reps.k51_0.9995_pretrained.zip

description: gtdb-rs214-reps.k51_0.9995_pretrained.zip
DOI: 10.5281/zenodo.10113570
title: gtdb-rs214-reps.k51_0.9995_pretrained.zip

description: gtdb-rs214-reps.k51_0.9995_pretrained.zip
DOI: 10.5281/zenodo.10113568
title: genbank-2022.03-archaea-k51_0.995_pretrained.zip

description: genbank-2022.03-archaea-k51_0.995_pretrained.zip
DOI: 10.5281/zenodo.10113567
title: genbank-2022.03-archaea-k51_0.995_pretrained.zip

description: genbank-2022.03-archaea-k51_0.995_pretrained.zip
DOI: 10.5281/zenodo.10113565
title: genbank-2022.03-fungi-k51_0.80_pretrained.zip

description: genbank-2022.03-fungi-k51_0.80_pretrained.zip
DOI: 10.5281/zenodo.10113566
title: genbank-2022.03-fungi-k51_0.80_pretrained.zip

description: genbank-2022.03-fungi-k51_0.80_pretrained.zip
DOI: 10.5281/zenodo.10113563
title: genbank-2022.03-archaea-k51_0.95_pretrained.zip

description: genbank-2022.03-archaea-k51_0.95_pretrained.zip
DOI: 10.5281/zenodo.10113564
title: genbank-2022.03-archaea-k51_0.95_pretrained.zip

description: genbank-2022.03-archaea-k51_0.95_pretrained.zip
DOI: 10.5281/zenodo.10113562
title: genbank-2022.03-fungi-k31_0.995_pretrained.zip

description: genbank-2022.03-fungi-k31_0.995_pretrained.zip
DOI: 10.5281/zenodo.10113561
title: genbank-2022.03-fungi-k31_0.995_pretrained.zip

description: genbank-2022.03-fungi-k31_0.995_pretrained.zip
DOI: 10.5281/zenodo.10113560
title: gtdb-rs214-reps.k21_0.995_pretrained.zip

description: gtdb-rs214-reps.k21_0.995_pretrained.zip
DOI: 10.5281/zenodo.10113559
title: gtdb-rs214-reps.k21_0.995_pretrained.zip

description: gtdb-rs214-reps.k21_0.995_pretrained.zip
DOI: 10.5281/zenodo.10113558
title: genbank-2022.03-protozoa-k21_0.80_pretrained.zip

description: genbank-2022.03-protozoa-k21_0.80_pretrained.zip
DOI: 10.5281/zenodo.10113557
title: genbank-2022.03-protozoa-k21_0.80_pretrained.zip

description: genbank-2022.03-protozoa-k21_0.80_pretrained.zip
DOI: 10.5281/zenodo.10113555
title: genbank-2022.03-protozoa-k51_0.80_pretrained.zip

description: genbank-2022.03-protozoa-k51_0.80_pretrained.zip
DOI: 10.5281/zenodo.10113556
title: genbank-2022.03-protozoa-k51_0.80_pretrained.zip

description: genbank-2022.03-protozoa-k51_0.80_pretrained.zip
DOI: 10.5281/zenodo.10113553
title: genbank-2022.03-archaea-k31_0.995_pretrained.zip

description: genbank-2022.03-archaea-k31_0.995_pretrained.zip
DOI: 10.5281/zenodo.10113554
title: genbank-2022.03-archaea-k31_0.995_pretrained.zip

description: genbank-2022.03-archaea-k31_0.995_pretrained.zip
DOI: 10.5281/zenodo.10113551
title: gtdb-rs214-reps.k21_0.80_pretrained.zip

description: gtdb-rs214-reps.k21_0.80_pretrained.zip
DOI: 10.5281/zenodo.10113552
title: gtdb-rs214-reps.k21_0.80_pretrained.zip

description: gtdb-rs214-reps.k21_0.80_pretrained.zip
DOI: 10.5281/zenodo.10035247
title: RNAIndel: discovering somatic coding indels from tumor RNA-Seq data (data package)

description: Data package to run RNAIndel (> v.3.3.1)
DOI: 10.5281/zenodo.10211317
title: RNAIndel: discovering somatic coding indels from tumor RNA-Seq data (data package)

description: Data package to run RNAIndel (> v.3.3.1)
DOI: 10.5281/zenodo.10552784
title: RNAIndel: discovering somatic coding indels from tumor RNA-Seq data (data package)

description: Data package to run RNAIndel (> v.3.3.1)
DOI: 10.58032/agh/s0ch7m
title: Replication data for: The Effect of High Ethanol Concentration on E-Nose Response for Diabetes Detection in Exhaled Breath: Laboratory Studies

description: The set contains data from measurements of gas mixtures simulating exhaled air. The mixtures included acetone, ethanol, ethylbenzene, propane and CO2. The data includes information about the composition of the mixture and its relative humidity, as well as the response of the TGS1820, TGS2620, TGS2620, K33, STC31, SHT85, AL03-P, AL03-S sensors.
DOI: 10.5281/zenodo.10529196
title: Dataset for Force Partitioning Analysis of Vortex-Induced Vibrations of Wind Turbine Tower Sections

description: This dataset contains the time-series datas, post processed results, validation data and codes for generating the plots for the paper titled - 'Force Partitioning Analysis of Vortex-Induced Vibrations of Wind Turbine Tower Sections'.  A README file is placed in each folder explaining the files and folders in detail.
DOI: 10.5281/zenodo.10529197
title: Dataset for Force Partitioning Analysis of Vortex-Induced Vibrations of Wind Turbine Tower Sections

description: This dataset contains the time-series datas, post processed results, validation data and codes for generating the plots for the paper titled - 'Force Partitioning Analysis of Vortex-Induced Vibrations of Wind Turbine Tower Sections'.  A README file is placed in each folder explaining the files and folders in detail.
DOI: 10.5281/zenodo.10552813
title: Dataset Nieto et al. (2023)
DOI: 10.5281/zenodo.10552814
title: Dataset Nieto et al. (2023)
DOI: 10.6084/m9.figshare.21936240
title: fresh_frozen.h5ad

description: Comparison of fresh vs cryopreserved biopsies by scRNA-seq. We have also uploaded a seurat object fresh_frozen_RNA.
DOI: 10.6084/m9.figshare.21936240.v1
title: fresh_frozen.h5ad

description: Comparison of fresh vs cryopreserved biopsies by scRNA-seq. We have also uploaded a seurat object fresh_frozen_RNA.
DOI: 10.5281/zenodo.10552665
title: Evaluation of bitumen's fatigue resistance - a comparative study within Weave-UNISONO 2021 project, NCN project No 2021/03/Y/ST8/00079, and GACR project GA22-04047K

description: Summary:

Three asphalt binders were tested, two paving grade bitumens 35/50 and 50/70 and PMB 25/55-60. Basic characteristics were determined for all binders in three stages: original and after short-term and long-term ageing. The short-term ageing was performed using the RTFOT procedure, and the long-term ageing was performed using the PAV method. The shear stress Superpave fatigue tests, long-time-sweep, and LAS were conducted using a Dynamic Shear Rheometer (DSR) with parallel plates of 8 mm in diameter and a gap of 2 mm in a long-term PAV-aged state.

 

 

The dataset includes:

Basic characteristics of bituminous binder (R&B Temperatur, Penetration, Viscosity), CSV raw data:



01 - R&B and Pen.csv

02 - Dynamic Viscosity.csv


FATIGUE parameters:

Superpave fatigue factor G*·sin& after PAV:





03 - DSR PAV Superpave fatigue factor.csv



Fatigue time-sweep test:



04.1 - 35_50_1 DSR PAV fatigue time-sweep test.csv

04.2 - 35_50_2 DSR PAV fatigue time-sweep test.csv

04.3 - 50_70_1 DSR PAV fatigue time-sweep test.csv

04.4 - 50_70_2 DSR PAV fatigue time-sweep test.csv

04.5 - PMB25_55-60_1 DSR PAV fatigue time-sweep test.csv

04.6 - PMB25_55-60_2 DSR PAV fatigue time-sweep test.csv


Linear amplitude sweep (LAS):



05.1 LAS fatigue 35_50.zip

05.2 LAS fatigue 50_70.zip

05.3 LAS fatigue PMB 25_55-60.zip
description: This research was conceptualised and developed as part of activities related to project No. 2021/03/Y/ST8/00079, funded by the Polish National Science Centre (NCN), and project GA22-04047K funded by The Czech Scientific Foundation (GACR), under the Weave-UNISONO 2021. The dataset was used for analyses for the journal paper titled "Evaluation of bitumen's fatigue resistance - a comparative study", which is available on https://doi.org/10.1016/j.trpro.2023.11.206