cometadata/datacite-rtg-text-other-reclassification-records huggingface dataset:
Additional file 1: Table S1. of Epigenetic reprogramming converts human Whartonâ  s jelly mesenchymal stem cells into functional cardiomyocytes by differential regulation of Wnt mediators
Creators: name: G. Bhuvanalakshmi
name: Arfuso, Frank
name: Kumar, Alan
name: Dharmarajan, Arun
name: Warrier, Sudha
Publisher: name: Figshare
Year: 2017
Subjects: subject: Biochemistry
subject: Space Science
subject: Medicine
subject: Cell Biology
subject: Genetics
subject: FOS: Biological sciences
subject: Molecular Biology
subject: Pharmacology
subject: Evolutionary Biology
subject: Ecology
subject: Developmental Biology
subject: Cancer
subject: Computational Biology

description: Presenting cardiac-specific gene primers, Table S2 presenting Wnt-related gene primers, Table S3 presenting stemness and noncardiac gene primers, and Table S4 presenting methylation-specific primers. (DOCX 20 kb)
Agonum marginatum Linnaeus 1758
Creators: name: Hristovski, Slavčo
name: Guéorguiev, Borislav
Publisher: name: Zenodo
Year: 2015
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Carabidae
Agonum
Agonum marginatum

description: Agonum marginatum (Linnaeus, 1758)
References. Agonum marginatum: Hristovski et al. 2003: 56 (Bistra). Material studied. Skopje, Katlanovo, 0 5.07.2005, 1 s., leg. M. Komnenov (cSH). Distribution. 0 9, 76.
description: Published as part of Hristovski, Slavčo & Guéorguiev, Borislav, 2015, Annotated catalogue of the carabid beetles of the Republic of Macedonia (Coleoptera: Carabidae), pp. 1-190 in Zootaxa 4002 (1) on page 119, DOI: 10.11646/zootaxa.4002.1.1, http://zenodo.org/record/238945
Saiga tatarica
Creators: name: Peter Grubb
Publisher: name: Smithsonian Institution Press
Year: 1993
Subjects: Biodiversity
Taxonomy
Animalia
Chordata
Mammalia
Artiodactyla
Bovidae
Saiga
Saiga tatarica

description: Saiga tatarica (Linnaeus, 1766). Syst. Nat., 12th ed., 1:97.
TYPE LOCALITY: W Kazakhstan, "Ural Steppes."
DISTRIBUTION: N Caucasus (Kalmyk Steppe, Russia), Kazakhstan, N Uzbekistan, SW Mongolia, Sinkiang (China). Formerly west to Poland.
STATUS: U.S. ESA - Endangered as S. t. mongolica.
SYNONYMS: colus, mongolica, saiga, scythica.
COMMENTS: Reviewed by Sokolov (1974, Mammalian Species, 38).
description: Published as part of Peter Grubb, 1993, Order Artiodactyla, pp. 377-414 in Mammal Species of the World (2 nd Edition), Washington and London :Smithsonian Institution Press on page 400, DOI: 10.5281/zenodo.7359189
Additional file 6: Figure S3. of Omni-PolyA: a method and tool for accurate recognition of Poly(A) signals in human genomic DNA
Creators: name: Magana-Mora, Arturo
name: Kalkatawi, Manal
name: Bajic, Vladimir
Publisher: name: Figshare
Year: 2017
Subjects: subject: Biophysics
subject: Biochemistry
subject: Genetics
subject: FOS: Biological sciences
subject: Molecular Biology
subject: Evolutionary Biology
subject: Immunology
subject: FOS: Clinical medicine
subject: 80699 Information Systems not elsewhere classified
subject: FOS: Computer and information sciences
subject: Developmental Biology
subject: Infectious Diseases
subject: FOS: Health sciences
subject: Virology

description: DNA structural profiles of the PAS-weak variants. Each structural profile is the average over all sequences from the PAS-weak variants (10 PAS variants). These plots show the actual average values (y axis) over all sequences for each position (x axis). (PDF 2412 kb)
Additional file 1: of Eliciting meta consent for future secondary research use of health data using a smartphone application - a proof of concept study in the Danish population
Creators: name: Ploug, Thomas
name: SĂ¸Ren Holm
Publisher: name: Figshare
Year: 2017
Subjects: subject: Medicine
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: Science Policy

description: The appendix contains a translation of each of the screens in the meta consent application. (DOCX 19 kb)
EXPERIMENTAL DETERMINATION OF THE CHANGE OF GEOMETRIC CHARACTERISTICS AND THE THEORETICAL ULTIMATE LOADCAPACITY OF CORRODED STEEL SAMPLES
Creators: name: Shopov, Antonio
name: Bonev, Borislav
Publisher: name: Zenodo
Year: 2019
Subjects: geometrical characteristic, ultimate-load capacity, corrosion

description: It is known that one of the major negative impacts of the corrosion of steel structures is the reduction in geometry. The calculations of the load-bearing capacity of the steel elements depend on the geometric characteristics. The theory confirms thatif the geometric characteristics decrease, the load-bearing capacity of the steel elements will also decrease. We conducted an experiment using the S355JR construction steel to determine how the geometry changes. We used electro-chemicalaccelerated corrosion on which our steel test samples were subjected. We interrupted the electrochemical corrosion process at some point in order to make the necessary measurements regarding the change in geometric characteristics of the test samples.Once we received the experimental data, we processed them using the stochastic method. We also performed theoretical calculations using classical theory and determined the theoretical load-ability (force, bending moment) of our test samples.We have come to the conclusion that the change in geometric characteristics is nonlinear and results in a slight decrease in the corrosion of the steel elements, but significantly reduces the theoretical ultimate load-capacity due to corrosion and thecorresponding decrease in geometric characteristics.
Agonum monachum Duftschmid 1812
Creators: name: Hristovski, Slavčo
name: Guéorguiev, Borislav
Publisher: name: Zenodo
Year: 2015
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Carabidae
Agonum
Agonum monachum

description: Agonum monachum (Duftschmid, 1812)
References. Agonum monachum: Hristovski et al. 2010: 54 (Jablanica). Material studied. Korab, VII.1932, 1 s., leg. N. Nezlobinsky (NMNSS) Distribution. 0 3, 32.
description: Published as part of Hristovski, Slavčo & Guéorguiev, Borislav, 2015, Annotated catalogue of the carabid beetles of the Republic of Macedonia (Coleoptera: Carabidae), pp. 1-190 in Zootaxa 4002 (1) on page 119, DOI: 10.11646/zootaxa.4002.1.1, http://zenodo.org/record/238945
Bovinae Gray 1821
Creators: name: Peter Grubb
Publisher: name: Smithsonian Institution Press
Year: 1993
Subjects: Biodiversity
Taxonomy
Animalia
Chordata
Mammalia
Artiodactyla
Bovidae

description: Subfamily Bovinae Gray, 1821. London Med. Repos., 15:308.
COMMENTS: Tribe Bovini. Reviewed by Groves (19814).
description: Published as part of Peter Grubb, 1993, Order Artiodactyla, pp. 377-414 in Mammal Species of the World (2 nd Edition), Washington and London :Smithsonian Institution Press on page 400, DOI: 10.5281/zenodo.7359189
Agonum muelleri Herbst 1784
Creators: name: Hristovski, Slavčo
name: Guéorguiev, Borislav
Publisher: name: Zenodo
Year: 2015
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Carabidae
Agonum
Agonum muelleri

description: Agonum muelleri (Herbst, 1784)
References. Agonum muelleri: Hieke 1981: 83 (Šar Planina: Popova Šapka); Hieke & Wrase 1988: 85; Drovenik & Peks 1994: 78; Drovenik & Peks 1999: 91; Guéorguiev 1998: 42 (Kitka).
Material studied. Struga, X.1924, 1 s., leg. N. Nezlobinsky (NMNSS); Struga, III.1927, 1 s., leg. N. Nezlobinsky (NMNSS); Jablanica, IX.1931, 1 s., leg. N. Nezlobinsky (NMNSS); “Skopje, 14.03.1942, K. Tuleškov”, 1 s. (MMNH); “Šar Planina: Cerepašina, 26– 27.07.1952, T. Petkovski”, 1 s. (MMNH); “Skopje: Rašče, 0 3.10.1952, T. Petkovski”, 1 s. (MMNH); “Šar Planina: Lisec, 0 9.09.1954, M. Petković”, 2 s. (MMNH); “Šar Planina: Ljuboten, 17.09.1954, M. Petković”, 1 s. (MMNH); “Šar Planina: Popova Šapka, 31.05.1980, F. Hieke”, 1 s. (MMNH); “ Jugoslavien Mazedonien leg. F. Hieke” / “Šar planina Popova Šapka 1800–2000 31.5.1980 ”, 1 s. (MNHUB); “Yu Makedonija Kosovrasti 1990 Debar (Radika) 17.VI. B. Drovenik leg.”, 1 s. (NMW); Karadžica, Patishka Reka, beech forest, 1 s., 12.09.2010, leg. S. Hristovski (cSH).
Distribution. 0 2, 12, 19a, 30, 32, 34a, 76.
description: Published as part of Hristovski, Slavčo & Guéorguiev, Borislav, 2015, Annotated catalogue of the carabid beetles of the Republic of Macedonia (Coleoptera: Carabidae), pp. 1-190 in Zootaxa 4002 (1) on page 119, DOI: 10.11646/zootaxa.4002.1.1, http://zenodo.org/record/238945
Additional file 7: Table S4. of Omni-PolyA: a method and tool for accurate recognition of Poly(A) signals in human genomic DNA
Creators: name: Magana-Mora, Arturo
name: Kalkatawi, Manal
name: Bajic, Vladimir
Publisher: name: Figshare
Year: 2017
Subjects: subject: Biochemistry
subject: Space Science
subject: Medicine
subject: Genetics
subject: FOS: Biological sciences
subject: Sociology
subject: FOS: Sociology
subject: 69999 Biological Sciences not elsewhere classified
subject: 80699 Information Systems not elsewhere classified
subject: FOS: Computer and information sciences
subject: Virology

description: DPS, HMM_SVM and DNN model parameters. Parameters were determined from the validation set. (PDF 87 kb)
Additional file 7: Table S4. of Omni-PolyA: a method and tool for accurate recognition of Poly(A) signals in human genomic DNA
Creators: name: Magana-Mora, Arturo
name: Kalkatawi, Manal
name: Bajic, Vladimir
Publisher: name: Figshare
Year: 2017
Subjects: subject: Biochemistry
subject: Space Science
subject: Medicine
subject: Genetics
subject: FOS: Biological sciences
subject: Sociology
subject: FOS: Sociology
subject: 69999 Biological Sciences not elsewhere classified
subject: 80699 Information Systems not elsewhere classified
subject: FOS: Computer and information sciences
subject: 60506 Virology

description: DPS, HMM_SVM and DNN model parameters. Parameters were determined from the validation set. (PDF 87 kb)
Bison H. Smith 1827
Creators: name: Peter Grubb
Publisher: name: Smithsonian Institution Press
Year: 1993
Subjects: Biodiversity
Taxonomy
Animalia
Chordata
Mammalia
Artiodactyla
Bovidae
Bison

description: Bison H. Smith, 1827. In Griffith et al., Animal Kingdom, 5:373.
TYPE SPECIES: Bos bison Linnaeus, 1758.
COMMENTS: Revised by Bohlken (1967), McDonald (1981), and Van Zyll de Jong (1986). A synonym of Bos according to Groves (19814).
description: Published as part of Peter Grubb, 1993, Order Artiodactyla, pp. 377-414 in Mammal Species of the World (2 nd Edition), Washington and London :Smithsonian Institution Press on page 400, DOI: 10.5281/zenodo.7359189
Additional file 8: Table S5. of Omni-PolyA: a method and tool for accurate recognition of Poly(A) signals in human genomic DNA
Creators: name: Magana-Mora, Arturo
name: Kalkatawi, Manal
name: Bajic, Vladimir
Publisher: name: Figshare
Year: 2017
Subjects: subject: Biochemistry
subject: Space Science
subject: Medicine
subject: Genetics
subject: FOS: Biological sciences
subject: Molecular Biology
subject: 39999 Chemical Sciences not elsewhere classified
subject: FOS: Chemical sciences
subject: 69999 Biological Sciences not elsewhere classified
subject: 80699 Information Systems not elsewhere classified
subject: FOS: Computer and information sciences
subject: 60506 Virology

description: Omni-PolyA model parameters. Genetic algorithm parameters and feature set configuration determined from the validation set. (PDF 89 kb)
Agonum permoestum Puel 1938
Creators: name: Hristovski, Slavčo
name: Guéorguiev, Borislav
Publisher: name: Zenodo
Year: 2015
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Carabidae
Agonum
Agonum permoestum

description: Agonum permoestum Puel, 1938
Material studied. “Skopje, 21.10.1941, K. Tuleschkow”, 1 s. (MMNH); “Jugoslawien-Makedonien östl. Prilep (Bachuferzone) 14.5.1988 leg. I. Wolf / M. Hiermeier”, 1 s. (NMW); “Yu Makedonija Mak. Kamenica Lucovica 2.6.1990 B. Drovenik leg.”, 1 s. (NMW). MMNH.
Distribution. 42, 76, 83.
Notes. New species for the fauna of Macedonia.
description: Published as part of Hristovski, Slavčo & Guéorguiev, Borislav, 2015, Annotated catalogue of the carabid beetles of the Republic of Macedonia (Coleoptera: Carabidae), pp. 1-190 in Zootaxa 4002 (1) on page 119, DOI: 10.11646/zootaxa.4002.1.1, http://zenodo.org/record/238945
Additional file 8: Table S5. of Omni-PolyA: a method and tool for accurate recognition of Poly(A) signals in human genomic DNA
Creators: name: Magana-Mora, Arturo
name: Kalkatawi, Manal
name: Bajic, Vladimir
Publisher: name: Figshare
Year: 2017
Subjects: subject: Biochemistry
subject: Space Science
subject: Medicine
subject: Genetics
subject: FOS: Biological sciences
subject: Molecular Biology
subject: 39999 Chemical Sciences not elsewhere classified
subject: FOS: Chemical sciences
subject: 69999 Biological Sciences not elsewhere classified
subject: 80699 Information Systems not elsewhere classified
subject: FOS: Computer and information sciences
subject: Virology

description: Omni-PolyA model parameters. Genetic algorithm parameters and feature set configuration determined from the validation set. (PDF 89 kb)
Additional file 1: Table S1. of Factors affecting survival after concurrent chemoradiation therapy for advanced hepatocellular carcinoma: a retrospective study
Creators: name: Kim, Ja Kyung
name: Kim, Jun Won
name: Lee, Ik Jae
name: Seung-Moon Joo
name: Kwang-Hun Lee
name: Eun-Suk Cho
name: Jeong-Sik Yu
name: Jeon, Tae
name: Yonsoo Kim
name: Lee, Jung Il
name: Lee, Kwan Sik
Publisher: name: Figshare
Year: 2017
Subjects: subject: Space Science
subject: Medicine
subject: 39999 Chemical Sciences not elsewhere classified
subject: FOS: Chemical sciences
subject: Sociology
subject: FOS: Sociology
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: 110309 Infectious Diseases
subject: FOS: Health sciences

description: Baseline characteristics according to treatment after CCRT. Table S2. Baseline characteristics according to progression after CCRT. Table S3. Baseline characteristics according to survival. (DOCX 20Â kb)
Additional file 1: Table S1. of Factors affecting survival after concurrent chemoradiation therapy for advanced hepatocellular carcinoma: a retrospective study
Creators: name: Kim, Ja Kyung
name: Kim, Jun Won
name: Lee, Ik Jae
name: Seung-Moon Joo
name: Kwang-Hun Lee
name: Eun-Suk Cho
name: Jeong-Sik Yu
name: Jeon, Tae
name: Yonsoo Kim
name: Lee, Jung Il
name: Lee, Kwan Sik
Publisher: name: Figshare
Year: 2017
Subjects: subject: Space Science
subject: Medicine
subject: 39999 Chemical Sciences not elsewhere classified
subject: FOS: Chemical sciences
subject: Sociology
subject: FOS: Sociology
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: Infectious Diseases
subject: FOS: Health sciences

description: Baseline characteristics according to treatment after CCRT. Table S2. Baseline characteristics according to progression after CCRT. Table S3. Baseline characteristics according to survival. (DOCX 20Â kb)
title: "Piazza Colonna", Baur Johann Wilhelm, inv. 489 (ITA/EN)
title: Scheda catalogo digitale Borghese
titleType: AlternativeTitle
Creators: name: Puddu, Pier Ludovico
name: Galleria Borghese
Publisher: name: Galleria Borghese
Year: 2024

description: Pubblicazione delle schede delle opere conservate nel museo ed estratte dal catalogo digitale di Galleria Borghese, nelle due versioni esistenti online, in italiano e inglese.

Collegamento al catalogo digitale:

ITA: https://www.collezionegalleriaborghese.it/

EN: https://www.collezionegalleriaborghese.it/en
Bison bison
Creators: name: Peter Grubb
Publisher: name: Smithsonian Institution Press
Year: 1993
Subjects: Biodiversity
Taxonomy
Animalia
Chordata
Mammalia
Artiodactyla
Bovidae
Bison
Bison bison

description: Bison bison (Linnaeus, 1758). Syst. Nat., 10th ed., 1:72.
TYPE LOCALITY: " Mexico " (= C Kansas, "Quivira"), see Hershkovitz (19576); redesignated as Canadian River valley, E New Mexico (USA), see McDonald (1981:62).
DISTRIBUTION: Formerly NW and C Canada, south through USA, to Chihuahua, Coahuila (Mexico). Exterminated in the wild except in Yellowstone Park, Wyoming (USA) and Wood Buffalo Park, Northwest Territory (Canada). Reintroduced widely within native range and in C Alaska.
STATUS: CITES - Appendix I and U.S. ESA - Endangered as B. b. athabascae.
SYNONYMS: americanus, athabascae, haningtoni, montanae, oregonus, pennsylvanicus, septemtrionalis (sic).
COMMENTS: Reviewed by Meagher (1986, Mammalian Species, 266).
description: Published as part of Peter Grubb, 1993, Order Artiodactyla, pp. 377-414 in Mammal Species of the World (2 nd Edition), Washington and London :Smithsonian Institution Press on page 400, DOI: 10.5281/zenodo.7359189
Agonum sexpunctatum Linnaeus 1758
Creators: name: Hristovski, Slavčo
name: Guéorguiev, Borislav
Publisher: name: Zenodo
Year: 2015
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Carabidae
Agonum
Agonum sexpunctatum

description: Agonum sexpunctatum (Linnaeus, 1758)
References. Agonum sexpunctatum: Hieke 1981: 83 (Šar Planina: Popova Šapka); Hieke & Wrase 1988: 84; Drovenik & Peks 1994: 78; Guéorguiev 1998: 42 (Kitka); Drovenik & Peks 1999: 91; Hristovski et al. 2003: 56 (Bistra).
Material studied. Struga, V.1928, 1 s., leg. N. Nezlobinsky (NMNSS); “ Macedonia Sar Planina Popova sapka” / 1935. VII.23. leg. Dr. J. Fodor”, 1 s. (HNHM); “Šar Planina: Turčin, 13– 14.09.1954, M. Petković”, 1 s. (MMNH); “Šar Planina: Ljuboten, 17.09.1954, M. Petković”, 2 s. (MMNH); “Šar Planina, 0 1.06.1965, J. Čingovski”, 1 s. (MMNH); “ Jugoslavien Mazedonien leg. F. Hieke” / “Šar planina Popova Šapka 1800–2000 31.5.1980 ”, 1 s. (MNHUB); “Karadžica, 18.09.1987, V. Krpač”, 4 s. (MMNH); “Šar Planina, 25.05.1990, T. Ivanovski”, 1 s. (MMNH).
Distribution. 0 2, 19a, 19b, 34a.
description: Published as part of Hristovski, Slavčo & Guéorguiev, Borislav, 2015, Annotated catalogue of the carabid beetles of the Republic of Macedonia (Coleoptera: Carabidae), pp. 1-190 in Zootaxa 4002 (1) on page 119, DOI: 10.11646/zootaxa.4002.1.1, http://zenodo.org/record/238945
Code for the paper "Optimal control for a class of linear transport dominated systems via the shifted proper orthogonal decomposition"
Creators: name: Burela, Shubhaditya
name: Breiten, Tobias
name: Schulze, Philipp
Publisher: name: Zenodo
Year: 2024

description: Prerequisites

Before running the scripts, please ensure that you have the necessary packages installed. You need to install the Conda package manager and use the provided environment files to create a Conda virtual environment.

 

Setting up the Environment

After installing Conda:

For Mac users:

conda env create -f env_with_accel_Mac.yml

conda activate env_with_accel

For other OS:

conda env create -f env_with_accel_others.yml 

conda activate env_with_accel

 

Running the Scripts

This repository includes three script files that need to be executed to reproduce the results. The script files are:

run_FOM.shUsage: ./run_FOM.sh arg

The value of arg can be 1, 2, or 3, corresponding to the three examples shown in the paper.

This script runs the tests for the Full-Order Model (FOM) for all example problems.

run_PODG.shUsage: ./run_PODG.sh arg1 arg2

arg1: Same as for FOM

arg2: Can be either modes for mode-based study or tol for tolerance-based study.

This script runs the tests for the POD-Galerkin model.

run_sPODG.shUsage: ./run_sPODG.sh arg1 arg2

The arguments are the same as those in the POD-Galerkin case.

This script runs the tests for the sPOD-Galerkin model.

 

Plotting Results

Once all the runs are complete, the results can be visualized using the following plotting scripts:

state_target_plot.pyUsage: python3 state_target_plot.py arg

This script plots the state and target snapshot profiles for the specified arg, where arg is 1, 2, or 3, corresponding to the example problems.

sPOD_vs_POD_SV_plot.pyUsage: python3 sPOD_vs_POD_SV_plot.py

This script plots the singular value decay of the POD and sPOD methods for a traveling wave system, which is a toy example for illustrating the advantage of sPOD over POD.

J_vs_modes_plot.pyUsage: python3 J_vs_modes_plot.py arg

This script plots the cost functional value against the number of modes needed for the POD-Galerkin and sPOD-Galerkin methods. The argument arg specifies the example number.

J_vs_runtime_plot.pyUsage: python3 J_vs_runtime_plot.py arg

This script plots the cost functional value against the computational time for the given arg, where arg specifies the example problem.

control_adjoint_state_plot.pyUsage: python3 control_adjoint_state_plot.py arg

This script plots the combined snapshots for the optimal controls, adjoints, and optimal states for the specified arg, where arg specifies the example problem.

Researchers are encouraged to try out the examples and extend them to their own research problems.
MOESM1 of New inducible promoter for gene expression and synthetic biology in Yarrowia lipolytica
Creators: name: Trassaert, Marion
name: Vandermies, Marie
name: Fréderic Carly
name: Denies, Olivia
name: Thomas, Stéphane
name: Fickers, Patrick
name: Jean-Marc Nicaud
Publisher: name: Figshare
Year: 2017
Subjects: subject: Microbiology
subject: FOS: Biological sciences
subject: Cell Biology
subject: Genetics
subject: Molecular Biology
subject: Evolutionary Biology
subject: Ecology
subject: 69999 Biological Sciences not elsewhere classified
subject: Developmental Biology

description: Additional file 1. Sequence of the upstream region of the EYK1 genes in Yarrowia clade. Sequence in Y. lipolytica (YALI-pEYK1), Yarrowia phangngensis (YAPH-pEYK1), Yarrowia yakushimensis (YAYA-pEYK1), Yarrowia alimentaria (YAAL-pEYK1), and Yarrowia galli (YAGA-pEYK1). Underlined are the nucleotidic sequences of the end of YALI0F01628g with the stop codon (CAT) and at the beginning of YALI0F01606g with the start codon (ATG).
Code for the paper "Optimal control for a class of linear transport dominated systems via the shifted proper orthogonal decomposition"
Creators: name: Burela, Shubhaditya
name: Breiten, Tobias
name: Schulze, Philipp
Publisher: name: Zenodo
Year: 2025

description: Prerequisites

Before running the scripts, please ensure you have installed the necessary packages. You would need to unzip the sPOD.zip file since it contains the required library files for the code to run properly.

To create a Conda virtual environment, you need to install the Conda package manager and use the provided environment files.

 

Setting up the Environment

After installing Conda:

For Mac users:

conda env create -f env_with_accel_Mac.yml

conda activate env_with_accel

For other OS:

conda env create -f env_with_accel_others.yml 

conda activate env_with_accel

 

Running the Scripts

This repository includes three script files that need to be executed to reproduce the results. The script files are:

run_FOM.shUsage: ./run_FOM.sh arg

The value of arg can be 1, 2, or 3, corresponding to the three examples shown in the paper.

This script runs the tests for the Full-Order Model (FOM) for all example problems.

run_PODG.shUsage: ./run_PODG.sh arg1 arg2

arg1: Same as for FOM

arg2: Can be either modes for mode-based study or tol for tolerance-based study.

This script runs the tests for the POD-Galerkin model.

run_sPODG.shUsage: ./run_sPODG.sh arg1 arg2

The arguments are the same as those in the POD-Galerkin case.

This script runs the tests for the sPOD-Galerkin model.

 

Plotting Results

Once all the runs are complete, the results can be visualized using the following plotting scripts:

state_target_plot.pyUsage: python3 state_target_plot.py arg

This script plots the state and target snapshot profiles for the specified arg, where arg is 1, 2, or 3, corresponding to the example problems.

sPOD_vs_POD_SV_plot.pyUsage: python3 sPOD_vs_POD_SV_plot.py

This script plots the singular value decay of the POD and sPOD methods for a traveling wave system, which is a toy example for illustrating the advantage of sPOD over POD.

J_vs_modes_plot.pyUsage: python3 J_vs_modes_plot.py arg

This script plots the cost functional value against the number of modes needed for the POD-Galerkin and sPOD-Galerkin methods. The argument arg specifies the example number.

J_vs_runtime_plot.pyUsage: python3 J_vs_runtime_plot.py arg

This script plots the cost functional value against the computational time for the given arg, where arg specifies the example problem.

control_adjoint_state_plot.pyUsage: python3 control_adjoint_state_plot.py arg

This script plots the combined snapshots for the optimal controls, adjoints, and optimal states for the specified arg, where arg specifies the example problem.

Researchers are encouraged to try out the examples and extend them to their own research problems.
Agonum sordidum Dejean 1828
Creators: name: Hristovski, Slavčo
name: Guéorguiev, Borislav
Publisher: name: Zenodo
Year: 2015
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Carabidae
Agonum
Agonum sordidum

description: Agonum sordidum Dejean, 1828
Agonum sordidum sordidum Dejean, 1828 Material studied. Galičica, Trpejčko Pole (Glajšo), 1000m, wet meadow, 26.04.1997, 6 s., leg. S. Hristovski (cSH).
Distribution. 37.
Notes. New species for the fauna of Macedonia.
description: Published as part of Hristovski, Slavčo & Guéorguiev, Borislav, 2015, Annotated catalogue of the carabid beetles of the Republic of Macedonia (Coleoptera: Carabidae), pp. 1-190 in Zootaxa 4002 (1) on page 120, DOI: 10.11646/zootaxa.4002.1.1, http://zenodo.org/record/238945
Ancyropilus hornensis Bartlett & Lambkin 2022
Creators: name: Bartlett, Justin S.
name: Lambkin, Christine L.
Publisher: name: Zenodo
Year: 2022
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Cleridae
Ancyropilus
Ancyropilus hornensis

description: hornensis species group
Diagnosis. Most elytral striae terminating near apical macula; interstriae with neat singular row of hairs; tegmen with narrowly digitiform parameroid lobes, ventral sinus equal in length to dorsal sinus, middle slightly broader than parameroid lobes.
description: Published as part of Bartlett, Justin S. & Lambkin, Christine L., 2022, Australian Opilonini (Coleoptera: Cleridae: Clerinae) part I: A revised taxonomy for Australian Opilo Latreille including descriptions of new genera and species, pp. 1-81 in Zootaxa 5220 (1) on page 25, DOI: 10.11646/zootaxa.5220.1.1, http://zenodo.org/record/7441294
Bison bonasus
Creators: name: Peter Grubb
Publisher: name: Smithsonian Institution Press
Year: 1993
Subjects: Biodiversity
Taxonomy
Animalia
Chordata
Mammalia
Artiodactyla
Bovidae
Bison
Bison bonasus

description: Bison bonasus (Linnaeus, 1758). Syst. Nat., 10th ed., 1:71.
TYPE LOCALITY: Bialowieza Forest, Poland.
DISTRIBUTION: Europe, originally from S Sweden south to the Pyrenees Mtns and Balkans east to R. Don and W Caucasus Mtns (Russia), surviving in France until about 6th century, in Germany, Rumania and W Russia into 18th century and in Caucasus Mtns and Poland until early part of present century; extinct except where now reintroduced to E Poland, W Russia, and Caucasus Mtns.
STATUS: IUCN - Vulnerable.
SYNONYMS: arbustotundrarum, caucasicus, europaeus, hungarorum, nostras, urus.
COMMENTS: Considered conspecific with bison by Bohlken (1967) and Van Zyll de Jong (1986); but not included in B. bison by Meagher (1986). Reviewed by Flerov (1979).
description: Published as part of Peter Grubb, 1993, Order Artiodactyla, pp. 377-414 in Mammal Species of the World (2 nd Edition), Washington and London :Smithsonian Institution Press on page 400, DOI: 10.5281/zenodo.7359189
Agonum viduum Panzer 1796
Creators: name: Hristovski, Slavčo
name: Guéorguiev, Borislav
Publisher: name: Zenodo
Year: 2015
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Carabidae
Agonum
Agonum viduum

description: Agonum viduum Panzer, 1796
References. Agonum viduum: Hristovski et al. 2010: 54 (Jablanica). Material studied. “Pelister: Rotinska Reka, 15.09.1952, T. Petkovski”, 1 s. (MMNH); Pelister, Magarevo, 850– 900 m, 12.07.2001, 1 m., leg. S. Hristovski (cSH); Pelister, Golemo Ezero, 2200 m, 17.07.2001, 2 m., alpine pasture, leg. S. Hristovski (cSH).
Distribution. 32, 40.
description: Published as part of Hristovski, Slavčo & Guéorguiev, Borislav, 2015, Annotated catalogue of the carabid beetles of the Republic of Macedonia (Coleoptera: Carabidae), pp. 1-190 in Zootaxa 4002 (1) on page 120, DOI: 10.11646/zootaxa.4002.1.1, http://zenodo.org/record/238945
Global Warming Forecast over the Land and over the Ocean
Creators: name: Nowarski, Joseph
Publisher: name: Zenodo
Year: 2024
Subjects: subject: Climate Change
subject: Global Warming

description: This publication analyzes 12 options for forecasting Global Warming over the Land (GWL) and Global Warming over the Ocean (GWO).

The trendlines’ parameters are related to the Global Warming over the land+ocean (GW):

GWL/GW

GWO/GW

GWL-GW

GWO-GW

The trendline types are:

linear

parabolic

power

The periods considered for the trendlines are:

1940-2021

1977-2021 

The determination of the best option considered Mean Squared Error – R2 and the proximity to the average of GWL in 2100 of all options.

The optimum option is the GWO/GW power trendline in the range 1940-2021.

The calculations also involve the area of the land and the ocean of the Earth with 31.18% applied to the land.

The forecast for Global Warming over the Land for 2100 is 6.5°C and over the Ocean 3.4°C above the 1850-1900 baseline.
Additional file 1: Table S2. of Potential impact of sea surface temperature on rainfall over the western Philippines
Creators: name: Dado, Julie
name: Takahashi, Hiroshi
Publisher: name: Figshare
Year: 2017
Subjects: subject: Genetics
subject: FOS: Biological sciences
subject: Molecular Biology
subject: Ecology
subject: Inorganic Chemistry
subject: FOS: Chemical sciences
subject: Science Policy
subject: 110309 Infectious Diseases
subject: FOS: Health sciences
subject: Computational Biology

description: Change in atmospheric variables due to 1Â K SST warming in the WSST region from 1982 to 2012 for high- and low-TC years. The actual values are shown with the percentage change relative to the mean CTL value (in parentheses). All variables were obtained from an average for the WSST region, except for rainfall, which was from the WPH region. (DOCX 110 kb)
Bos Linnaeus 1758
Creators: name: Peter Grubb
Publisher: name: Smithsonian Institution Press
Year: 1993
Subjects: Biodiversity
Taxonomy
Animalia
Chordata
Mammalia
Artiodactyla
Bovidae
Bos

description: Bos Linnaeus, 1758. Syst. Nat., 10th ed., 1:71.
TYPE SPECIES: Bos taurus Linnaeus, 1758.
SYNONYMS: Bibos, Bubalibos, Gauribos, Gaveus, Novibos, Poephagus, Taurus, Uribos, Urus.
COMMENTS: Includes Bibos, Novibos, and Poephagus; see Ellerman and Morrison-Scott (1951:380).
description: Published as part of Peter Grubb, 1993, Order Artiodactyla, pp. 377-414 in Mammal Species of the World (2 nd Edition), Washington and London :Smithsonian Institution Press on pages 400-401, DOI: 10.5281/zenodo.7359189
Agonum viridicupreum Goeze 1777
Creators: name: Hristovski, Slavčo
name: Guéorguiev, Borislav
Publisher: name: Zenodo
Year: 2015
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Carabidae
Agonum
Agonum viridicupreum

description: Agonum viridicupreum (Goeze, 1777)
Agonum viridicupreum viridicupreum (Goeze, 1777)
References. Agonum viridicupreum: Hristovski et al. 2003: 56 (Bistra). Material studied. “ Macedonia ”, 2 s. (MNHUB); Bistra, VIII.1932, 2 s., leg. N. Nezlobinsky (NMNSS). Distribution. 0 9.
description: Published as part of Hristovski, Slavčo & Guéorguiev, Borislav, 2015, Annotated catalogue of the carabid beetles of the Republic of Macedonia (Coleoptera: Carabidae), pp. 1-190 in Zootaxa 4002 (1) on page 120, DOI: 10.11646/zootaxa.4002.1.1, http://zenodo.org/record/238945
Additional file 1: Table S2. of Potential impact of sea surface temperature on rainfall over the western Philippines
Creators: name: Dado, Julie
name: Takahashi, Hiroshi
Publisher: name: Figshare
Year: 2017
Subjects: subject: Genetics
subject: FOS: Biological sciences
subject: Molecular Biology
subject: Ecology
subject: Inorganic Chemistry
subject: FOS: Chemical sciences
subject: Science Policy
subject: Infectious Diseases
subject: FOS: Health sciences
subject: Computational Biology

description: Change in atmospheric variables due to 1Â K SST warming in the WSST region from 1982 to 2012 for high- and low-TC years. The actual values are shown with the percentage change relative to the mean CTL value (in parentheses). All variables were obtained from an average for the WSST region, except for rainfall, which was from the WPH region. (DOCX 110 kb)
Culcipternulus Bartlett & Lambkin 2022, gen. nov.
Creators: name: Bartlett, Justin S.
name: Lambkin, Christine L.
Publisher: name: Zenodo
Year: 2022
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Cleridae
Culcipternulus

description: Culcipternulus gen. nov.
ZooBank registration: urn:lsid:zoobank.org:act: 949D3490-731A-46C6-968D-9F11CE8FCCCC
Gender. Masculine.
Type species. Culcipternulus mareebensis sp. nov., by present designation.
Diagnosis. Punctures of at least elytral striae 1–3 terminating before apical macula; interstriae with neat singular row of hairs; all basitarsi with a small but distinct ventral tarsal pad (Fig. 18); tegmen with sides gradually narrowing towards distal end of phallobasic apodeme, middle notably broader than parameroid lobes, ventral sinus shorter than dorsal sinus.
MAP 1. Species distribution for Ancyropilus and Culcipternotus, with colour legend to National Reserve System Terrestrial Ecoregions (topographic layer image credit: NASA 2002).
Description. Eyes coarsely-facetted, strongly emarginate above supra-antennal elevations, separated by 0.9– 1.08 eye widths; antennal scape with carina bordering each side of flattened rear face; sensory face of terminal maxillary palpomere approximately 2.5 times longer than inside margin; sensory face of terminal labial palpomere approximately 3 times longer than inside margin; genae wrinkled, submentum partly wrinkled; pronotum 1.16–1.23 times longer than wide, middle broader than anterior pronotal arch, disc with relatively heavy punctures, central discal impression not distinctly sulcate; elytra 2.48–2.55 times longer than wide at humeri, punctures without nodules, eighth stria beginning near base, most elytral striae terminating before apices, interstrial setae arranged in simple rows (not with several setae across strial width), intrafoveal setae present; hindwing with CuA 3+4 and CuA 1 cross-veins complete; tarsi each with four well-developed ventral pads (pads of basitarsi smaller, though wellformed); tegmen ventral sinus about three-quarters as long as dorsal sinus; median lobe with conspicuous rearwarddirected apico-lateral spine.
Etymology. The generic epithet Culcipternulus (a combination of Latin ‘culcita’ meaning cushion or pillow, Greek ‘pterna’ meaning heel, and the diminutive suffix ‘-ulus’), refers to the small ventral pads present on all basitarsi, a condition unique among the genera treated in this revision.
Remarks. Culcipternulus is represented in collections by only six specimens, potentially constituting two species seperable only by genetalic characters. One of these forms is described below, with formal designation of species-status for the other pending further investigation.
description: Published as part of Bartlett, Justin S. & Lambkin, Christine L., 2022, Australian Opilonini (Coleoptera: Cleridae: Clerinae) part I: A revised taxonomy for Australian Opilo Latreille including descriptions of new genera and species, pp. 1-81 in Zootaxa 5220 (1) on pages 26-27, DOI: 10.11646/zootaxa.5220.1.1, http://zenodo.org/record/7441294
Additional file 1: of Comparison of photon volumetric modulated arc therapy, intensity-modulated proton therapy, and intensity-modulated carbon ion therapy for delivery of hypo-fractionated thoracic radiotherapy
Creators: name: Chi, Alexander
name: Lien-Chun Lin
name: Sijin Wen
name: Haijuan Yan
name: Wen-Chien Hsi
Publisher: name: Figshare
Year: 2017
Subjects: subject: Space Science
subject: 29999 Physical Sciences not elsewhere classified
subject: FOS: Physical sciences
subject: Medicine
subject: Sociology
subject: FOS: Sociology
subject: 39999 Chemical Sciences not elsewhere classified
subject: FOS: Chemical sciences
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: Hematology

description: Measurement of dose heterogeneity for particle therapy. (DOC 27Â kb)
Agonum antennarium Duftschmid 1812
Creators: name: Hristovski, Slavčo
name: Guéorguiev, Borislav
Publisher: name: Zenodo
Year: 2015
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Carabidae
Agonum
Agonum antennarium

description: Agonum antennarium (Duftschmid, 1812)
References. Agonum antennarium: Hieke 1981: 83 (Šar Planina); Hristovski et al. 2010: 54 (Jablanica). Material studied. “Šar Planina: Popova Šapka, 0 1.06.1980, leg.: F. Hieke”, 1 s. (MMNH); “ Jugoslavien Mazedonien leg. F. Hieke” / “Šar planina b. Tetovo, 1200 m unter Popova Šapka 1.6.1980 ”, 3 s. (MNHUB); Karadžica, Patishka Reka, 850m, river bank, 14.10.2001, 20 s., leg. S. Hristovski (cSH) Distribution. 0 2, 19a, 32.
description: Published as part of Hristovski, Slavčo & Guéorguiev, Borislav, 2015, Annotated catalogue of the carabid beetles of the Republic of Macedonia (Coleoptera: Carabidae), pp. 1-190 in Zootaxa 4002 (1) on page 120, DOI: 10.11646/zootaxa.4002.1.1, http://zenodo.org/record/238945
Bos frontalis Lambert 1804
Creators: name: Peter Grubb
Publisher: name: Smithsonian Institution Press
Year: 1993
Subjects: Biodiversity
Taxonomy
Animalia
Chordata
Mammalia
Artiodactyla
Bovidae
Bos
Bos frontalis

description: Bos frontalis Lambert, 1804. Trans. Linn. Soc. London, 7:57.
TYPE LOCALITY: Bangladesh, NE Chittagong (domesticated stock).
DISTRIBUTION: India, Nepal, Burma, Thailand, S Tibet and Yunnan (China), S Vietnam, Cambodia, Peninsular Malaysia.
STATUS: CITES - Appendix I, U.S. ESA - Endangered, and IUCN - Vulnerable as Bos gaurus.
SYNONYMS: annamiticus, asseel, brachyrhinus, cavifrons, fuscicornis, gaurus, guavera, hubbacki, laosiensis, platyceros, readei, subhemachalus, sylhetanus, sylvanus.
COMMENTS: Includes gaurus; but see Corbet and Hill (1991:130). Formerly placed in Bibos.
description: Published as part of Peter Grubb, 1993, Order Artiodactyla, pp. 377-414 in Mammal Species of the World (2 nd Edition), Washington and London :Smithsonian Institution Press on page 401, DOI: 10.5281/zenodo.7359189
Agonum piceum Linnaeus 1758
Creators: name: Hristovski, Slavčo
name: Guéorguiev, Borislav
Publisher: name: Zenodo
Year: 2015
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Carabidae
Agonum
Agonum piceum

description: Agonum piceum (Linnaeus, 1758)
Material studied. Ohrid swamp (Studenčišta), 700m, 0 2.06.2010, 1 s., leg. Slobodan Hristovski (cSH). Distribution. 34b.
Notes. New species for the fauna of Macedonia.
description: Published as part of Hristovski, Slavčo & Guéorguiev, Borislav, 2015, Annotated catalogue of the carabid beetles of the Republic of Macedonia (Coleoptera: Carabidae), pp. 1-190 in Zootaxa 4002 (1) on page 120, DOI: 10.11646/zootaxa.4002.1.1, http://zenodo.org/record/238945
Additional file 1: Table S1. of FEV1 and FVC and systemic inflammation in a spinal cord injury cohort
Creators: name: Hart, Jaime
name: Goldstein, Rebekah
name: Palak Walia
name: Teylan, Merilee
name: Lazzari, Antonio
name: Tun, Carlos
name: Garshick, Eric
Publisher: name: Figshare
Year: 2017
Subjects: subject: Biochemistry
subject: Genetics
subject: FOS: Biological sciences
subject: Biotechnology
subject: 39999 Chemical Sciences not elsewhere classified
subject: FOS: Chemical sciences
subject: Immunology
subject: FOS: Clinical medicine
subject: 69999 Biological Sciences not elsewhere classified
subject: 19999 Mathematical Sciences not elsewhere classified
subject: FOS: Mathematics
subject: Developmental Biology
subject: Science Policy

description: Univariate adjusted mean levels of FEV1 by quartile of inflammatory biomarkers and associations per IQR change. (DOCX 48 kb)
Bos grunniens Linnaeus 1766
Creators: name: Peter Grubb
Publisher: name: Smithsonian Institution Press
Year: 1993
Subjects: Biodiversity
Taxonomy
Animalia
Chordata
Mammalia
Artiodactyla
Bovidae
Bos
Bos grunniens

description: Bos grunniens Linnaeus, 1766. Syst. Nat, 12th ed., 1:99.
TYPE LOCALITY: Boreal Asia (domesticated stock).
DISTRIBUTION: Sinkiang, Tibet, Tsinghai, Szechwan (China); Ladak (N India); Nepal; domesticated in C Asia.
STATUS: CITES - Appendix I as B. (= [sic] grunniens) mutus; U.S. ESA - Endangered as B. g. mutus; IUCN - Endangered.
SYNONYMS: mutus.
COMMENTS: Includes mutus; but see Corbet (1978c:206). Formerly placed in Poephagus. Reviewed by Olsen (1990).
description: Published as part of Peter Grubb, 1993, Order Artiodactyla, pp. 377-414 in Mammal Species of the World (2 nd Edition), Washington and London :Smithsonian Institution Press on page 401, DOI: 10.5281/zenodo.7359189
Agonum thoreyi Dejean 1828
Creators: name: Hristovski, Slavčo
name: Guéorguiev, Borislav
Publisher: name: Zenodo
Year: 2015
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Carabidae
Agonum
Agonum thoreyi

description: Agonum thoreyi (Dejean, 1828)
Agonum thoreyi thoreyi (Dejean, 1828)
Material studied. Struga, III.1927, 3 s., leg. N. Nezlobinsky (NMNSS); Skopje, Katlanovo swamp, 230m, 18.03.2007, 1 s., leg. S. Hristovski (cSH); Osogovo, Kundinsko Ezero, 760m, reedbed, 13.06.2008, 1 s., leg. S. Hristovski (cSH).
Distribution. 34a, 76, 83.
Notes. New species for the fauna of Macedonia.
description: Published as part of Hristovski, Slavčo & Guéorguiev, Borislav, 2015, Annotated catalogue of the carabid beetles of the Republic of Macedonia (Coleoptera: Carabidae), pp. 1-190 in Zootaxa 4002 (1) on page 120, DOI: 10.11646/zootaxa.4002.1.1, http://zenodo.org/record/238945
Bos javanicus d'Alton 1823
Creators: name: Peter Grubb
Publisher: name: Smithsonian Institution Press
Year: 1993
Subjects: Biodiversity
Taxonomy
Animalia
Chordata
Mammalia
Artiodactyla
Bovidae
Bos
Bos javanicus

description: Bos javanicus d'Alton, 1823. Die Skelete der Wiederkäuer, abgebildt und verglichen, p. 7.
TYPE LOCALITY: Indonesia, Java.
DISTRIBUTION: Burma, Thailand, and Indochina south to N Peninsular Malaysia; Java; Borneo; introduced to Australia, Bali Isl, Sangihe and Enggano Isis; domesticated in SE Asia.
STATUS: U.S. ESA - Endangered; IUCN - Vulnerable.
SYNONYMS: banteng, birmanicus, butteri, discolor, domesticus, leucoprymnus, longicornis, lowi, porteri, sondaicus.
COMMENTS: For use of javanicus instead of banteng, see Hooijer (1956). Formerly placed in Bibos.
description: Published as part of Peter Grubb, 1993, Order Artiodactyla, pp. 377-414 in Mammal Species of the World (2 nd Edition), Washington and London :Smithsonian Institution Press on page 401, DOI: 10.5281/zenodo.7359189
Bos sauveli Urbain 1937
Creators: name: Peter Grubb
Publisher: name: Smithsonian Institution Press
Year: 1993
Subjects: Biodiversity
Taxonomy
Animalia
Chordata
Mammalia
Artiodactyla
Bovidae
Bos
Bos sauveli

description: Bos sauveli Urbain, 1937. Bull. Soc. Zool. Fr., 62:307.
TYPE LOCALITY: Cambodia, near Tchep Village.
DISTRIBUTION: Cambodia, SE Thailand, S Laos, W Vietnam.
STATUS: CITES - Appendix I; U.S. ESA and IUCN - Endangered.
COMMENTS: Included in Novibos by Coolidge (1940); but see Ellerman and Morrison-Scott (1951:380). Reviewed by MacKinnon and Stuart (1989).
description: Published as part of Peter Grubb, 1993, Order Artiodactyla, pp. 377-414 in Mammal Species of the World (2 nd Edition), Washington and London :Smithsonian Institution Press on page 401, DOI: 10.5281/zenodo.7359189
Anchomenus dorsalis subsp. dorsalis Pontoppidan 1763
Creators: name: Hristovski, Slavčo
name: Guéorguiev, Borislav
Publisher: name: Zenodo
Year: 2015
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Carabidae
Anchomenus
Anchomenus dorsalis
Anchomenus dorsalis dorsalis (pontoppidan, 1763)

description: Anchomenus dorsalis dorsalis (Pontoppidan, 1763)
References. Platynus dorsalis Hieke 1981: 83 (Kitka, Rašče, Šar Planina); Ćurčić 2000: 222. Agonum dorsale: Drovenik & Peks 1994: 79; Drovenik & Peks 1999: 92. Anchomenus dorsalis: Hristovski et al. 2002: 122 (Šar Planina: Bistrica); Hristovski et al. 2003: 56 (Bistra); Georgievska et al. 2009: 42 (Skopje); Hristovski et al. 2010: 54 (Jablanica); Cvetkovska Gjorgievska et al. 2011: 13 (Skopje).
Material studied. “Macedonien, Üsküb 16.5. 17 P. Schulze S. Q.”, 7 s. (MNHUB); “Vodno, 12.06.1938, Z. Karaman”, 1 s. (MMNH); “Skopje: Gradski Park, 0 9.02.1941, S. Karaman”, 1 s. (MMNH); “Vodno, 0 2.10.1941, G. Stojanov”, 7 s. (MMNH); “Kočani, 20.10.1941, G. Stojanov”, 7 s. (MMNH); “Skopje, 21.10.1942, K. Tuleschkow”, 3 s. (MMNH); “Skopje: Bulačani, 0 2.06.1954, K. Bogoevski”, 1 s. (MMNH); “Resen: s. Ezerani, 24– 28.06.1954, K. Bogoevski”, 1 s. (MMNH); “Šar Planina: Lisec, 0 9.09.1954, M. Petković”, 1 s. (MMNH); “Kumanovo: s. Beljakovce, 12.05.1959, J. Čingovski”, 2 s. (MMNH); “Skopje: s. Saraj, 0 9.08.1959, S. Joksimovic”, 1 s. (MMNH); “Skopje: s. Bojane, 29.03.1967, J. Čingovski”, 2 s. (MMNH); “Šar Planina: Popova Šapka, 0 1.06.1980, F. Hieke”, 2 s. (MMNH); 16 s. cited by Hieke 1981 (MNHUB).
Distribution. 0 2, 12, 17, 19b, 32, 38, 71, 76, 77.
description: Published as part of Hristovski, Slavčo & Guéorguiev, Borislav, 2015, Annotated catalogue of the carabid beetles of the Republic of Macedonia (Coleoptera: Carabidae), pp. 1-190 in Zootaxa 4002 (1) on page 121, DOI: 10.11646/zootaxa.4002.1.1, http://zenodo.org/record/238945
Advantages and possibilities of developing independent work of students in non-philological higher educational institutions focused on social and humanities through distance education
Creators: name: Feruza Atxamovna Shirinova
Publisher: name: Zenodo
Year: 2024

description: Annotation

In this article, the role of remote environment in the development of independent work of students of non-philological higher education in socio-humanities and the improvement of pedagogical and didactic design technology for the purpose of its effective use was highlighted. At the same time, one of the priority tasks of reforming the education system, improving it, and increasing the quality level is the improvement of personnel level, the experimental introduction of new scientific ideas, modern approaches and methods to the education system, and the elimination of their problems.

Key words and concepts: distance education, independent educational activity, pedagogical and didactic design, professional content, digital economy.