cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.209760
title: When Do Agents Outperform Centralized Algorithms? - A Systematic Empirical Evaluation In Logistics - Datasets And Results

description: This directory contains the data and results that were used and obtained during the realization of the following paper:


When do agents outperform centralized algorithms? - A systematic empirical evaluation in logistics. Rinde R.S. van Lon and Tom Holvoet. Journal of Autonomous Agents and Multi-Agent Systems (2017).


At the time of writing the paper is not yet accepted, some of the details (e.g. title, date of publication) are subject to change. The code that has been used can be found in this repository: https://github.com/rinde/vanLon17-JAAMAS-code

Note that unpacked, all files are about 5 GB in total.

This directory has the following structure:

- makefile - script that can be used to run the analyses. The most important commands are:<br>
    - all - runs all analyses.<br>
    - paper-deps - runs only the analyses that were directly used in the paper.<br>
    - additional-analysis - runs several additional analyses.

- readme.txt - this file.

- results - contains all R-scripts used to analyse the data<br>
    - data/main - contains the results of the main result.<br>
    - data/mas-tuning - contains the results of the MAS tuning experiments.<br>
    - data/optaplanner-tuning-gendreau - contains the results of the OptaPlanner tuning experiments.<br>
    - data/sensitivity - contains the results of the simulator sensitivity experiments (using OptaPlanner algorithms).

- scenarios<br>
    - gendreau2006 - contains the dataset from the Gendreau et al. [1] paper, used for the OptaPlanner tuning experiments.<br>
    - mas-tuning-dataset - contains the dataset that was used for tuning the MAS. This was generated using the code from https://github.com/rinde/vanLon17-JAAMAS-code<br>
    - vanLonHolvoet15-adapted-to-4-hours - contains the dataset that was used for the main experiment. This is an adapted version of the dataset from [2]. This version has a duration of 4 hours and requires a real-time simulator. It was generated using the code from https://github.com/rinde/vanLon17-JAAMAS-code 


	[1] Michel Gendreau, Francois Guertin, Jean-Yves Potvin, and René Séguin. Neighborhood search heuristics for a dynamic vehicle dispatching problem with pick- ups and deliveries. Transportation Research Part C: Emerging Technologies, 14 (3):157–174, 2006. ISSN 0968090X. doi:10.1016/j.trc.2006.03.002.
	[2] Rinde R. S. van Lon and Tom Holvoet. Towards systematic evaluation of multi-agent systems in large scale and dynamic logistics. In Qingliang Chen, Paolo Torroni, Serena Villata, Jane Hsu, and Andrea Omicini, editors, PRIMA 2015: Principles and Practice of Multi-Agent Systems: 18th International Conference, Bertinoro, Italy, October 26-30, 2015, Proceedings, pages 248–264. Springer In- ternational Publishing, Cham, 2015. ISBN 978-3-319-25524-8. doi:10.1007/978- 3-319-25524-8 16.
DOI: 10.5517/ccdc.csd.cc1m4dkq
title: CCDC 1493783: Experimental Crystal Structure Determination

description: Related Article: Mateusz Zauliczny, Rafał Grubba, Łukasz Ponikiewski, Jerzy Pikies|2017|Polyhedron|123|353|doi:10.1016/j.poly.2016.12.005
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.cc1m4dlr
title: CCDC 1493784: Experimental Crystal Structure Determination

description: Related Article: Mateusz Zauliczny, Rafał Grubba, Łukasz Ponikiewski, Jerzy Pikies|2017|Polyhedron|123|353|doi:10.1016/j.poly.2016.12.005
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.cc1m4dnt
title: CCDC 1493786: Experimental Crystal Structure Determination

description: Related Article: Mateusz Zauliczny, Rafał Grubba, Łukasz Ponikiewski, Jerzy Pikies|2017|Polyhedron|123|353|doi:10.1016/j.poly.2016.12.005
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: 10.18113/d3g59w
title: Validity of *ONET Work Importance Profile web version for Spanish speaking populations (Validez de la Prueba Perfil de Intereses *ONET (versión web) para población hispanohablante)
DOI: 10.18113/d36p4p
title: CFF/EETT Evaluation Project - Fall 2007 CFF Student
DOI: 10.18113/d3bc7z
title: CFF/EETT Evaluation Project - Fall 2007 CFF Observation
DOI: 10.18113/d3301q
title: CFF/EETT Evaluation Project - Fall 2007 CFF Teacher
DOI: 10.18113/d3z597
title: CFF/EETT Evaluation Project - Fall 2008 CFF Observation
DOI: 10.18113/d3k012
title: CFF/EETT Evaluation Project - Fall 2009 CFF Observation
DOI: 10.18113/d3pp41
title: CFF/EETT Evaluation Project - Fall 2008 CFF Teacher
DOI: 10.18113/d3tg6z
title: CFF/EETT Evaluation Project - Fall 2008 CFF Student
DOI: 10.18113/d39g69
title: CFF/EETT Evaluation Project - Fall 2009 CFF Teacher
DOI: 10.18113/d3f59k
title: CFF/EETT Evaluation Project - Fall 2009 CFF Student
DOI: 10.14457/kmutt.the.2002.321
title: อิทธิพลของการบังเงาต่อการถ่ายเทความร้อนผ่านผนังทึบ /
DOI: 10.14457/kmutt.the.2004.310
title: อิทธิพลของการบำบัดเบื้องต้นและอุณหภูมิการอบแห้งที่มีต่อการลดลงของเอนไซม์ยูรีเอสและการละลายโปรตีนในถั่วเหลืองโดยใช้เทคนิคฟลูลิไดเซชัน /
DOI: 10.14457/kmutt.the.2008.355
title: อิทธิพลของการบ่มแข็งก่อนและการเสียรูปก่อน ต่อจลนพลศาสตร์ของการตกผลึก ของของแข็งในอะลูมิเนียมผสม /
DOI: 10.18113/d35p4c
title: CFF/EETT Evaluation Project - Spring 2007 CFF Post Observation
DOI: 10.5061/dryad.s0vf6/1
title: Genotypes and geographic coordinates of sampling locations

description: The excel file 'Spatial_coordinates&Genotypes_Giombini_et_al_2016' contains supporting data of sampling locations and microsatellite genotypes of the Syagrus romanzoffiana individuals analyzed in the article entitled 'Early genetic consequences of defaunation in a large-seeded vertebrate-dispersed palm (Syagrus romanzoffiana)'. (Heredity, 2016) Information is presented as follows:Column A: Sampling plots (100x10m-plots and 3m-radius focal plots).Columns B-C: Geographic coordinates of sampling plots expressed as latitude (S) and longitude (W) in decimal degrees.Column D: IDs of Syagrus romanzoffiana individuals. For each sampling plot, recruits are denoted by unique numbers ("#1", "#2",...). The nearest conspecific adult (candidate mother) in focal sites is denoted by "#ADULT" and located in the last row for each focal sampling plot.Columns E-F: Spatial position of recruits within the 100x10m-sampling plots (X,Y Coordinates expressed in meters).Columns G-O: Genotypes, in 3-digit format (alleles in each locus separated by '/'), for each of the nine microsatellites ('0/0' denotes missing data).
DOI: 10.18113/d3201d
title: CFF/EETT Evaluation Project - Spring 2007 CFF Post Student
DOI: 10.5517/ccdc.csd.cc1436s7
title: CCDC 1045778: Experimental Crystal Structure Determination

description: Related Article: Damian Marcinkowski, Monika Wałęsa-Chorab, Aleksandra Bocian, Joanna Mikołajczyk, Maciej Kubicki, Zbigniew Hnatejko, Violetta Patroniak|2017|Polyhedron|123|243|doi:10.1016/j.poly.2016.12.006
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.cc1436t8
title: CCDC 1045779: Experimental Crystal Structure Determination

description: Related Article: Damian Marcinkowski, Monika Wałęsa-Chorab, Aleksandra Bocian, Joanna Mikołajczyk, Maciej Kubicki, Zbigniew Hnatejko, Violetta Patroniak|2017|Polyhedron|123|243|doi:10.1016/j.poly.2016.12.006
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.cc1436v9
title: CCDC 1045780: Experimental Crystal Structure Determination

description: Related Article: Damian Marcinkowski, Monika Wałęsa-Chorab, Aleksandra Bocian, Joanna Mikołajczyk, Maciej Kubicki, Zbigniew Hnatejko, Violetta Patroniak|2017|Polyhedron|123|243|doi:10.1016/j.poly.2016.12.006
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.cc1k7yd4
title: CCDC 1437606: Experimental Crystal Structure Determination

description: Related Article: Damian Marcinkowski, Monika Wałęsa-Chorab, Aleksandra Bocian, Joanna Mikołajczyk, Maciej Kubicki, Zbigniew Hnatejko, Violetta Patroniak|2017|Polyhedron|123|243|doi:10.1016/j.poly.2016.12.006
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.cc1k7yf5
title: CCDC 1437607: Experimental Crystal Structure Determination

description: Related Article: Damian Marcinkowski, Monika Wałęsa-Chorab, Aleksandra Bocian, Joanna Mikołajczyk, Maciej Kubicki, Zbigniew Hnatejko, Violetta Patroniak|2017|Polyhedron|123|243|doi:10.1016/j.poly.2016.12.006
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.cc1n4420
title: CCDC 1523311: Experimental Crystal Structure Determination

description: Related Article: Pooja Dubey, Ajai K Singh|2016|CSD Communication|||
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: 10.14457/kmutt.the.2003.372
title: อิทธิพลของการกระจายขนาดท่อที่มีต่อการเคลื่อนที่ของน้ำในวัสดุรูพรุน /
DOI: 10.14457/kmutt.the.2004.311
title: อิทธิพลของ mineral particle ต่อสรีรวิทยา คุณภาพและการป้องกันแมลงวันผลไม้ของชมพู่พันธุ์ทับทิมจันทร์ /
DOI: 10.14457/kmutt.the.2005.429
title: อิทธิพลของกระบวนการอบชุบที่อุณหภูมิต่ำต่อโครงสร้างจุลภาค และสมบัติทางกลของเหล็กกล้าเครื่องมือ JIS M-SKD11 และ JIS SKS3 /
DOI: 10.14457/kmutt.the.2007.447
title: อิทธิพลของกากน้ำตาล ต่อการทำปุ๋ยหมักแบบกองจากมันสำปะหลัง /
DOI: 10.14457/kmutt.the.2009.437
title: อิทธิพลของกระบวนการเจาะต่อการสึกหรอของดอกสว่านในการเจาะงานเหล็กกล้าไร้สนิมดูเพล็กซ์ เกรด UNS S31803 /
DOI: 10.14457/kmutt.the.2010.312
title: อิทธิพลของ Thidiazuron และ l-Napthalene Acetic Acid ต่อคุณภาพและอายุการปักแจกันของดอกหน้าวัว (Anthurium andraeanum) พันธุ์ 'Fire' และ 'Midori' หลังการเก็บเกี่ยว
DOI: 10.5517/ccdc.csd.cc1436r6
title: CCDC 1045777: Experimental Crystal Structure Determination

description: Related Article: Damian Marcinkowski, Monika Wałęsa-Chorab, Aleksandra Bocian, Joanna Mikołajczyk, Maciej Kubicki, Zbigniew Hnatejko, Violetta Patroniak|2017|Polyhedron|123|243|doi:10.1016/j.poly.2016.12.006
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.cc1k7yc3
title: CCDC 1437605: Experimental Crystal Structure Determination

description: Related Article: Damian Marcinkowski, Monika Wałęsa-Chorab, Aleksandra Bocian, Joanna Mikołajczyk, Maciej Kubicki, Zbigniew Hnatejko, Violetta Patroniak|2017|Polyhedron|123|243|doi:10.1016/j.poly.2016.12.006
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: 10.15468/k19ii1
title: Coping with brackish water: A new species of cave-dwelling Protosuberites (Porifera: Demospongiae: Suberitidae) from the Western Mediterranean and a first contribution to the phylogenetic relationships within the genus

description: This dataset contains the digitized treatments in Plazi based on the original journal article Melis, Paolo, Riesgo, Ana, Taboada, Sergio, Manconi, Renata (2016): Coping with brackish water: A new species of cave-dwelling Protosuberites (Porifera: Demospongiae: Suberitidae) from the Western Mediterranean and a first contribution to the phylogenetic relationships within the genus. Zootaxa 4208 (4): 349-364, DOI: 10.5281/zenodo.208344
DOI: 10.18462/iir.gl.2016.1105
title: CO2 installations with a multi ejector for supermarkets, case studies from various locations.

description: There are selective pioneer supermarket installations with CO2 racks equipped with ejector technology in various locations mainly in Europe. A Multi Ejector Block consisting of a range of ejectors installed in the rack functions as an expansion recovery module. Climate, size of supermarket and design varies among the applications. The paper will focus on the different systems and configuration and the expectation in terms of energy saving. The impact of the design parameters on the functionality of the ejector, the capacity control and the system performance will be investigated. Data from the field installation will be presented and discussed. Energy savings from 4-15% have been seen.
DOI: 10.15468/jsdott
title: A new genus and species of Atalophlebiinae (Insecta: Ephemeroptera: Leptophlebiidae) from Palni hills of the southern Western Ghats, India

description: This dataset contains the digitized treatments in Plazi based on the original journal article Selvakumar, C., Sivaruban, T., Subramanian, K. A., Sivaramakrishnan, K. G. (2016): A new genus and species of Atalophlebiinae (Insecta: Ephemeroptera: Leptophlebiidae) from Palni hills of the southern Western Ghats, India. Zootaxa 4208 (4): 381-391, DOI: 10.5281/zenodo.208362
DOI: 10.5281/zenodo.205081
title: Color-Coded Visualization Of Mpmri Data - Raw Observer Data

description: This repository contains raw data from the observer study in the paper: "Color-coded visualization of magnetic resonance imaging multiparametric maps", published in "Scientific Reports", 2016. For details on the data, please refer to the paper or contact JN Kather (http://orcid.org/0000-0002-3730-5348).
DOI: 10.5523/bris.dobuvuu00mh51q773bo8ybkdz
title: FindMyPast Yearly N-grams and Entities Dataset
title: Secondary Data for Content Analysis of 150 Years of British Periodicals

description: This dataset is the FindMyPast Yearly N-grams and Entities dataset. It contains the secondary data for the paper "Content Analysis of 150 Years of British Periodicals". It contains the yearly time series for the 1,000,000 most frequent 1-, 2-, and 3-grams from the corpus described in the paper, the yearly time series for the 100,000 most frequent named entities linked to Wikipedia and the list of articles and newspapers used from FindMyPast in the study.

When using this data, please cite:

Lansdall-Welfare, T. et al. (2016). Content Analysis of 150 Years of British Periodicals. In: Proceedings of the National Academy of Sciences of the United States of America.
DOI: 10.14457/cu.res.2007.36
title: ประสิทธิผลของ double TENS ในโรคข้อเข่าเสื่อม ที่มีความรุนแรงน้อยถึงปานกลาง /
DOI: 10.14457/cu.res.2008.71
title: การศึกษาค่าความเข้มข้นต่ำสุดของ ceftiofur ที่สามารถยับยั้ง Streptococcus suis ที่แยกได้จากฟาร์มสุกรในประเทศไทย /
DOI: 10.14457/cu.res.2009.113
title: การศึกษาผลการติดเชื้อไข้หวัดนก H5N1 ในประเทศไทย โดยการเพาะเลี้ยงเนื้อเยื่อหลอดลม /
DOI: 10.14457/cu.res.2008.74
title: ผลของการจัดการสุกรสาวทดแทน ต่อสมรรถภาพทางระบบสืบพันธุ์ และอายุการใช้งานของสุกรแม่พันธุ์ /
DOI: 10.14457/cu.res.2008.75
title: การพัฒนาชุดตรวจสอบเพื่อตรวจวินิจฉัย เชื้อไข้หวัดนกชนิด H5N1 จากสิ่งส่งตรวจโดยตรง /
DOI: 10.14457/cu.res.2009.115
title: การวิเคราะห์ปัจจัยทางด้านไวรัสที่เกี่ยวข้องกับการก่อโรคชนิดรุนแรง ของเชื้อ Influenza A virus โดยใช้โปรแกรมคอมพิวเตอร์ และการศึกษาในห้องปฏิบัติการ /
DOI: 10.14457/cu.res.2009.116
title: การพัฒนาศักยภาพในการวิจัยระดับปริญญาตรี ด้วยการฝึกงานเทคโนโลยีสะอาด /
DOI: 10.14457/cu.res.2009.117
title: ผลของวัลโปรอิล ยูเรีย ต่อตัวรับกลูตาเมท ที่ถูกเหนี่ยวนำให้แสดงออกบนผนังเซลล์ไข่กบ /
DOI: 10.14457/cu.res.2009.118
title: การศึกษาการเปลี่ยนแปลงสมบัติทางกายภาพบางประการของอนุพันธ์ของพอลิไทโอฟีน เมื่อเกิดปฏิกิริยาที่ซัลเฟอร์อะตอม /
DOI: 10.14457/cu.res.2009.120
title: การสร้างภูมิคุ้มกันการติดเกมออนไลน์สำหรับเยาวชนไทย /
DOI: 10.15169/sci-gaia:1481895604.88
title: Public refugee registration data of the 2012 Mali conflict (obtained Jan 2016) -  Burkina Faso, Ouagadougou camp

description: This dataset contains .csv file with refugee registration counts in the ouagadougou refugee camp, around Mali.
DOI: 10.15169/sci-gaia:1481895619.14
title: Public refugee registration data of the 2012 Mali conflict (obtained Jan 2016) - Mauritania, Fassala camp

description: This dataset contains .csv file with refugee registration counts in the mau-fassala refugee camp around Mali.
DOI: 10.15169/sci-gaia:1481895633.27
title: Public refugee registration data of the 2012 Mali conflict (obtained Jan 2016) - Mauritania, Mbera camp

description: This dataset contains .csv file with refugee registration counts in the mau-mbera refugee camp around Mali.
DOI: 10.15169/sci-gaia:1481895647.6
title: Public refugee registration data of the 2012 Mali conflict (obtained Jan 2016) - Niger, Abala camp

description: This dataset contains .csv file with refugee registration counts in the nig-abala refugee camp around Mali.
DOI: 10.15169/sci-gaia:1481895665.69
title: Public refugee registration data of the 2012 Mali conflict (obtained Jan 2016) - Niger, Intikane camp

description: This dataset contains .csv file with refugee registration counts in the nig-intikane refugee camp around Mali.
DOI: 10.15169/sci-gaia:1481895681.45
title: Public refugee registration data of the 2012 Mali conflict (obtained Jan 2016) - Niger, Mangaize camp

description: This dataset contains .csv file with refugee registration counts in the nig-mangaize refugee camp around Mali.
DOI: 10.15169/sci-gaia:1481895700.08
title: Public refugee registration data of the 2012 Mali conflict (obtained Jan 2016) - Niger, Niamey camp

description: This dataset contains .csv file with refugee registration counts in the nig-niamey refugee camp around Mali.
DOI: 10.15169/sci-gaia:1481895716.85
title: Public refugee registration data of the 2012 Mali conflict (obtained Jan 2016) - Niger, Tabareybarey camp

description: This dataset contains .csv file with refugee registration counts in the nig-tabareybarey refugee camp around Mali.
DOI: 10.15169/sci-gaia:1481895571.38
title: Public refugee registration data of the 2012 Mali conflict (obtained Jan 2016) -  Burkina Faso, Goudoubo camp

description: This dataset contains .csv file with refugee registration counts in the goudoubo camp, around Mali.
DOI: 10.15169/sci-gaia:1481895589.83
title: Public refugee registration data of the 2012 Mali conflict (obtained Jan 2016) -  Burkina Faso, Mentao camp

description: This dataset contains .csv file with refugee registration counts in the mentao refugee camp, around Mali.
DOI: 10.15169/sci-gaia:1481895767.68
title: Public refugee registration data of the 2012 Mali conflict (obtained Jan 2016) -  Burkina Faso, Bobo camp

description: This dataset contains .csv file with refugee registration counts in the bobo camp around Mali.
DOI: 10.15169/sci-gaia:1481899291.54
title: Public refugee registration data of the 2012 Mali conflict (obtained Jan 2016) - Mali refugee data

description: This dataset contains .csv file with the total refugee registration count in the Mali conflict.
DOI: 10.15169/sci-gaia:1481899493.41
title: Public refugee registration data of the 2012 Mali conflict (obtained Jan 2016) - Input Data

description: This dataset contains .csv file describing the layout of the other csv files in the data collection.
DOI: 10.5517/ccdc.csd.cc1n4bx1
title: CCDC 1523523: Experimental Crystal Structure Determination

description: Related Article: L.G.Kuz'mina, A.I.Vedernikov, J.A.K.Howard, E.Kh.Lermontova, A.V.Churakov, M.V.Alfimov, S.P.Gromov|2016|CSD Communication|||
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.cc1n4by2
title: CCDC 1523524: Experimental Crystal Structure Determination

description: Related Article: L.G.Kuz'mina, A.I.Vedernikov, J.A.K.Howard, E.Kh.Lermontova, A.V.Churakov, M.V.Alfimov, S.P.Gromov|2016|CSD Communication|||
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: 10.15468/mpp3xo
title: Orchidaceae

description: This dataset contains the digitized treatments in Plazi based on the original book chapter Elias Landolt (2001): Orchidaceae. In: Flora des Sihltals von der Stadt Zürich bis zum Höhronen. Basel: Fachstelle Naturschutz Kanton Zürich: 232-258, DOI: 10.5281/zenodo.248047
DOI: 10.6073/pasta/e7b77cbab05c23e6d35b5fd88c1a43fb
title: Point-count bird censusing: bird abundance and diversity in CAP LTER Phoenix Area Social Survey neighborhoods throughout the greater Phoenix metropolitan area: 2006-2016