cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.4225/15/5655329831680
title: High resolution studies of cosmogenic beryllium isotopes (7Be) at Law Dome
DOI: 10.4225/15/5643e8c0743c2
title: Distribution and abundance of seabirds in the Southern Indian Ocean, 1978/1979+
DOI: 10.4225/15/564298564f16b
title: List of food supplied to Casey station for 2013-14
DOI: 10.4225/15/563ac33450a28
title: Habitat suitability predictions for 15 species of cephalopods in the Southern Ocean
DOI: 10.4225/15/5639701846013
title: A Survey of the Freshwater Macroinvertebrates in Streams and Lakes of Macquarie Island
DOI: 10.4225/15/5632c0b123044
title: Volume of potable water , Casey station, 2010-2014
DOI: 10.4225/15/56319f99eea76
title: Non-renewable energy Production/Use, Casey station, 2011-12
DOI: 10.4225/15/563048061e2b5
title: Macquarie Island soil invertebrate survey
DOI: 10.4225/15/5615c06eabc3d
title: Bathymetric data of Long and Tryne Fjords at Vestfold Hills, Antarctica, collected in December 1999
DOI: 10.4225/15/56035289c601f
title: GIS data of geomorphic features at Beaver Lake-Amery Oasis
DOI: 10.4225/15/560350290a1b3
title: Geomorphic map of Rauer Group
DOI: 10.4225/15/56022d345e5ea
title: Gravity data collected from the Australian Antarctic Territory and subantarctic between 1967 and 1986
DOI: 10.4225/15/55f7818c8ec56
title: Soft sediment assemblages at Casey Station: (core samples: Nov 1998 - Jan 1999)
DOI: 10.4225/15/55f7799c068ab
title: Survey of soft sediment assemblages around Casey Station (Winter grab samples), June-Sept 1998
DOI: 10.4225/15/55f762224d664
title: Soft sediment assemblages at Casey Station: Spatial variation and human impacts. (core samples: Oct-Dec 1997)
DOI: 10.4225/15/55f66783b7ec6
title: Survey of soft sediment assemblages around Casey Station (grab samples), Feb - Mar, 1997
DOI: 10.4225/15/55f64fedbf27d
title: A manipulative field experiment examining the effect of heavy metal and hydrocarbon contaminated sediment on the recruitment of soft-sediment infauna.
DOI: 10.4225/15/55f25bce66d8c
title: The mating system of the Weddell seal, Leptonychotes weddelli
DOI: 10.4225/15/55f23952375e9
title: Bacterioplankton dynamics in Antarctic lakes
DOI: 10.4225/15/55f0cc41e5c16
title: Phytoplankton and hydrological succession in Omega and Taynaya Bays, eastern Antarctica
DOI: 10.4225/15/55efcff0e51f5
title: Stereotyped Calling Patterns of a Male Weddell Seal (Leptonychotes weddellii)
DOI: 10.4225/15/55efb82d6ccb5
title: Variation of in-air female Weddell seal contact calls
DOI: 10.4225/15/55ef991b8eeab
title: Through-ice communication by Weddell seals may not be practicable
DOI: 10.4225/15/55ef8fc681cf3
title: Repetition patterns in Weddell seal (Leptonychotes weddellii) underwater multiple element calls
DOI: 10.4225/15/55ee3bf80172b
title: Neogene glacial geology of the Prince Charles Mountains
DOI: 10.4225/15/55ee2bdab071f
title: Ice thickness, mass balance and dynamics of the ice sheet east of Davis, and of the Lambert Glacier
DOI: 10.4225/15/55ee211def612
title: Vocal Characteristics and Communication Strategies of Weddell Seal 'Leptonychotes weddelli' Underwater Calls
DOI: 10.4225/15/55ed1b3e444fb
title: Natural Freeze-drying of Water-degraded Timber Structures: Feasibility Study
DOI: 10.4225/15/55e91fc8b85cb
title: An Elemental Analysis of the Glacial Deposits of the Vestfold Hills, Antarctica
DOI: 10.4225/15/55e91ca3b583a
title: Spring Phytoplankton Assemblages in the Southern Ocean Between Australia and Antarctica
DOI: 10.4225/15/55e9137be4573
title: Comparative study of processes controlling carbon export in Southern Ocean environments characterised by a different hydrodynamical and ecological functioning
DOI: 10.4225/15/55e8febe1952e
title: A comparison of sea-ice thickness measurements made using ship-mounted and airborne electromagnetic induction devices
DOI: 10.4225/15/55e68384b48e1
title: South polar skuas as vectors of disease
DOI: 10.4225/15/55dfdb61616c2
title: Microbial communities in biopiles during bioremediation, determined using qPCR technique
DOI: 10.4225/15/55dfbbeee3f5c
title: Glacial history of the Framnes Mountains, East Antarctica.
DOI: 10.4225/15/55da9a65a0fd8
title: High Resolution palaeoclimate analysis of the Windmill Islands: the last 200 years
DOI: 10.4225/15/55d6c4a98fee3
title: Tectonic, magmatic and hydrothermal evolution of ocean floor spreading at Macquarie Island
DOI: 10.4225/15/55d51a334b708
title: Supplementary video for 'Internal physiology of live krill revealed using new aquaria techniques and mixed opticalmicroscopy and optical coherence tomography (OCT) imaging techniques'
DOI: 10.4225/15/55d3e89147aa3
title: Weddell seal call types made by males and females.
DOI: 10.4225/15/55cd35aaf186a
title: Band pattern data from Gammaproteobacteria-group specific DGGE
DOI: 10.4225/15/55cc3e56211b6
title: Band pattern data from Desulfobacula-group specific DGGE for the SRE4 experiment
DOI: 10.4225/15/55cac8b94eb3d
title: Bathymetry/depth measurements made at Long Fjord, Vestfold Hills by drilling through sea ice
DOI: 10.4225/15/55caabd98ee0d
title: Heard Island: baseline data for monitoring longterm change. (g) Vegetation 'signature points' with accompanying 35mm terrestrial photos.
DOI: 10.4225/15/55caa6999274c
title: Heard Island: baseline vegetation data for monitoring longterm change. (d) 35mm photos (terrestrial) used for vegetation mapping.
DOI: 10.4225/15/55c9581205236
title: Animal Tracking at Heard Island 2003/2004 - ARGOS data
DOI: 10.4225/15/55c94177683f8
title: Heard Island: baseline data for monitoring longterm change. (b) Vegetation mapping from non-rectified aerial photographs and satellite imagery with accompanying data.
DOI: 10.4225/15/55c9364985d58
title: Ground Penetrating Radar Data from Windmill Islands - miscellaneous data
DOI: 10.4225/15/55baccc52b798
title: Locations of nine quadrats used in moss mapping studies at Casey Station, Antarctica 2007-2008
DOI: 10.4225/15/55b81e9ba3649
title: High resolution mapping of moss beds at ASPA 135, Robinson Ridge and near the Red Shed at Casey, January 2010
DOI: 10.34740/kaggle/dsv/4554122
title: 🇺🇦 Ukraine Conflict Twitter Dataset
DOI: 10.4225/15/55b819da219cc
title: Experimental studies into growth and ageing of krill 2002-2012
DOI: 10.4225/15/55b819175fcd1
title: Experimental studies into growth and ageing of krill 1993-2003
DOI: 10.4225/15/55b6c6a1dc468
title: Field experiment testing effect of increased water and nutrient availability on Windmill Islands terrestrial vegetation communities
DOI: 10.4225/15/55b5766f7ff9e
title: Windmill Islands of vegetation transects, surveyed 2012 to 13 (10 years)
DOI: 10.4225/15/55b1d23b3ed0e
title: Windmill Islands vegetation transects surveyed 2007-08 (five years)
DOI: 10.4225/15/55b197219cf2d
title: Windmill Islands vegetation transects surveyed 2002-03 (baseline)
DOI: 10.4225/15/55af1b3b63575
title: Wasley 2004 PhD thesis, titled: The Effect of Climate Change on Antarctic Terrestrial Flora
DOI: 10.4225/15/55aef521bd828
title: Windmill Islands vegetation transects, surveyed 1999-2000 (pilot)
DOI: 10.4225/15/55a47250ce4c8
title: Time series of Antarctic upper air and surface temperature and their trends at eight Antarctic stations.
DOI: 10.4225/15/55a3422377cff
title: Temperature optima for East and Maritime Antarctic moss species
DOI: 10.4225/15/5599e4da982c2
title: Macquarie Island Bryopyte Traits
DOI: 10.4225/15/556fab354be19
title: Population genetics dataset for Antarctic krill (Euphausia superba): Restriction site-associated DNA sequencing (RAD-seq) and mtDNA sequencing
DOI: 10.4225/15/556e63d646382
title: Samples collected for HPLC pigments, microscopy and flow cytometry for the SAZ-SENSE project
DOI: 10.4225/15/556e59fab8584
title: Photos of quadrat locations for data collection of ASAC project 1313 in ASPA 135
DOI: 10.4225/15/556d0b22a6452
title: Assessing UV-B induced DNA damage in Antarctic plants: is desiccation a compounding factor?
DOI: 10.4225/15/556bd6f6bec63
title: Sea ice primary production off eastern Antarctica
DOI: 10.4225/15/5567ef869bc77
title: The distribution and abundance of nesting sites of flying seabirds in eastern Prydz Bay
DOI: 10.4225/15/55669d573315a
title: Iron Distribution and Effects on Phytoplankton Growth in the Seasonal Sea Ice Zone
DOI: 10.5517/ccdc.csd.cc28q405
title: CCDC 2106636: Experimental Crystal Structure Determination

description: Related Article: Snehasish Thakur, Michael G.B. Drew, Rosa M. Gomila, Antonio Frontera, Shouvik Chattopadhyay|2022|Inorg.Chim.Acta|545|121279|doi:10.1016/j.ica.2022.121279
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.cc2b98tr
title: CCDC 2153874: Experimental Crystal Structure Determination

description: Related Article: Jianqing Li, Jun Dai, Zeyan Zhuang, Zijuan Meng, Jing-Jing Hu, Xiaoding Lou, Fan Xia, Zujin Zhao, Ben Zhong Tang|2022|Biomaterials|291|121899|doi:10.1016/j.biomaterials.2022.121899
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.cc2brg3p
title: CCDC 2167492: Experimental Crystal Structure Determination

description: Related Article: Xu Liu, Xiao-Qing Zhan, Mei-Jie Wang, Wen-Bo Cui, Xiao-Han Chen, Feng-Ming Qi, Jian-Ning Yu, Jian-Ye Dai, Dong-Qing Fei, Zhan-Xin Zhang|2022|Phytochemistry|205|113501|doi:10.1016/j.phytochem.2022.113501
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.cc2bstpn
title: CCDC 2168812: Experimental Crystal Structure Determination

description: Related Article: Carley Giffert L. Nongpiur, Akalesh Kumar Verma, Rohit Kumar Singh, Mayur Mohan Ghate, Krishna Mohan Poluri, Werner Kaminsky, Mohan Rao Kollipara|2022|J.Inorg.Biochem.|238|112059|doi:10.1016/j.jinorgbio.2022.112059
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.cc2bstqp
title: CCDC 2168813: Experimental Crystal Structure Determination

description: Related Article: Carley Giffert L. Nongpiur, Akalesh Kumar Verma, Rohit Kumar Singh, Mayur Mohan Ghate, Krishna Mohan Poluri, Werner Kaminsky, Mohan Rao Kollipara|2022|J.Inorg.Biochem.|238|112059|doi:10.1016/j.jinorgbio.2022.112059
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.cc2bstrq
title: CCDC 2168814: Experimental Crystal Structure Determination

description: Related Article: Carley Giffert L. Nongpiur, Akalesh Kumar Verma, Rohit Kumar Singh, Mayur Mohan Ghate, Krishna Mohan Poluri, Werner Kaminsky, Mohan Rao Kollipara|2022|J.Inorg.Biochem.|238|112059|doi:10.1016/j.jinorgbio.2022.112059
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.cc2bstsr
title: CCDC 2168815: Experimental Crystal Structure Determination

description: Related Article: Carley Giffert L. Nongpiur, Akalesh Kumar Verma, Rohit Kumar Singh, Mayur Mohan Ghate, Krishna Mohan Poluri, Werner Kaminsky, Mohan Rao Kollipara|2022|J.Inorg.Biochem.|238|112059|doi:10.1016/j.jinorgbio.2022.112059
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.cc2bstts
title: CCDC 2168816: Experimental Crystal Structure Determination

description: Related Article: Carley Giffert L. Nongpiur, Akalesh Kumar Verma, Rohit Kumar Singh, Mayur Mohan Ghate, Krishna Mohan Poluri, Werner Kaminsky, Mohan Rao Kollipara|2022|J.Inorg.Biochem.|238|112059|doi:10.1016/j.jinorgbio.2022.112059
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.cc2bstvt
title: CCDC 2168817: Experimental Crystal Structure Determination

description: Related Article: Carley Giffert L. Nongpiur, Akalesh Kumar Verma, Rohit Kumar Singh, Mayur Mohan Ghate, Krishna Mohan Poluri, Werner Kaminsky, Mohan Rao Kollipara|2022|J.Inorg.Biochem.|238|112059|doi:10.1016/j.jinorgbio.2022.112059
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.cc2bstwv
title: CCDC 2168818: Experimental Crystal Structure Determination

description: Related Article: Carley Giffert L. Nongpiur, Akalesh Kumar Verma, Rohit Kumar Singh, Mayur Mohan Ghate, Krishna Mohan Poluri, Werner Kaminsky, Mohan Rao Kollipara|2022|J.Inorg.Biochem.|238|112059|doi:10.1016/j.jinorgbio.2022.112059
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.cc2c9ms3
title: CCDC 2184005: Experimental Crystal Structure Determination

description: Related Article: Chuanyong Wang, Peng Yin, Yuan-Hao Dai, Jie Ye, Wei-Liang Duan|2023|J.Organomet.Chem.|983|122552|doi:10.1016/j.jorganchem.2022.122552
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: 10.4225/15/55669bcf5af2a
title: Development and application of technologies for the removal of heavy-metal contaminants from run-off associated with abandoned waste disposal sites - Permeable Reactive Barrier Data
DOI: 10.4225/15/556695150fdcd
title: Development and application of particle separator technology for removal of contaminants from water in Antarctica; Site Characterisation, geochemistry
DOI: 10.4225/15/5563d6027b56d
title: GLAS Validation on the Amery Ice Shelf
DOI: 10.4225/15/5563caa53b5e0
title: Diatom species of the Australian sector of the Southern Ocean
DOI: 10.4225/15/555d755e50db8
title: Unmanned Aircraft Systems (UAS) remote sensing datasets for ASPA135, Robinson Ridge, and Red Shed
DOI: 10.4225/15/555c1db80cb70
title: Ground-based imaging spectroscopy data for estimation of Antarctic moss relative vigour from remotely sensed chlorophyll content and leaf density at ASPA 135
DOI: 10.4225/15/55541a5d1c9d0
title: Diatom species and biogenic particle fluxes in the Australian sector of the Subantarctic and Polar Frontal Zones at ~ 1 km depth
DOI: 10.4225/15/555033f141a84
title: Islands NE of Brattstrand Bluff penguin GIS dataset
DOI: 10.4225/15/555013f8d3b48
title: Hydrographic survey HI545 by the RAN Australian Hydrographic Service at Casey, December 2013 to January 2014
DOI: 10.4225/15/554c3f74920e7
title: ITASE reconnaissance firn core drilling and climate variability studies
DOI: 10.4225/15/554c1ae40d26d
title: Snow Petrel data collected around Casey Station during the summer of 2001/02 by Frederique Olivier and Eric Woehler.
DOI: 10.4225/15/554acadfe35e6
title: Nature and Evolution of the Upper Mantle beneath Heard Island
DOI: 10.4225/15/554ac71c058da
title: Antarctic ice sheet history and stability: baseline palaeoclimate research on the Pagodroma Group, Prince Charles Mountains.
DOI: 10.4225/15/554aacbf0c998
title: Winter foraging success of Southern Ocean predators in relation to stochastic variation in sea-ice extent and winter water formation
DOI: 10.4225/15/554aac1c5addc
title: Winter foraging ranges of Weddell seals: a pilot study to assess their role in the winter sea-ice zone and their potential as ocean sampling platforms
DOI: 10.4225/15/554aabae068be
title: Effects of UV radiation on community establishment: a global perspective
DOI: 10.4225/15/554aab06d6bc4
title: Late Holocene precipitation record from Windmill Island lakes
DOI: 10.4225/15/554aaa847af57
title: Archaeological sites on Heard Island compiled by Eric Woehler
DOI: 10.4225/15/5549b0174e798
title: Snow Petrel nest locations collected around Casey station during February 2000 by Eric Woehler and Lee Belbin
DOI: 10.4225/15/5549ada38e017
title: Shirley Island Adelie Penguin Colonies, GIS layer
DOI: 10.4225/15/5549ad3d38f8f
title: Nelly Island Adelie Penguin Colonies, Vector GIS Layer
DOI: 10.4225/15/5549ac9fecff9
title: Cape Denison Adelie Penguin census, November - December 1999
DOI: 10.4225/15/5549ac26c84b5
title: Cape Denison Adelie Penguin census, November - December 1997
DOI: 10.4225/15/5549abc29db5a
title: Cape Denison bird survey, November - December 2002
DOI: 10.4225/15/5549ab7627add
title: Biogenic sediment history from diatom remains in cores along Wilkes Land
DOI: 10.4225/15/5549ab23ad785
title: Prince Charles Mountains Expedition of Germany-Australia (PCMEGA)
DOI: 10.4225/15/5549aa92a0029
title: Structure and dynamics of the Sorsdal Glacier
DOI: 10.4225/15/5536ff87a89b1
title: Return of the megaherbs: plant colonisation of derelict ANARE station buildings on sub-Antarctic Heard Island
DOI: 10.4225/15/5536fdcc5f02e
title: The potential and actual threats of introduced organisms to sub-Antarctic islands - do subantarctic expeditions pose a risk for the introduction of alien species?
DOI: 10.4225/15/552f33039ea83
title: Field measurements of temperature, moisture and photosynthetic activity in three species of moss at Casey over a two week period in January 2003
DOI: 10.4225/15/552dcba227709
title: Soil invertebrates of the Windmill Island region
DOI: 10.4225/15/55276aa63b1a1
title: Internal Structure of Uppermost Oceanic Crust Exposed on Macquarie Island: Implications for Seafloor Spreading Processes
DOI: 10.4225/15/552766b8ba2a6
title: Prevalence of viruses and parasites in populations of house mice on Macquarie Island
DOI: 10.4225/15/552753f602095
title: Global change, biodiversity and conservation in terrestrial and coastal ecosystems on Heard and McDonald Islands
DOI: 10.4225/15/551b6834796c1
title: Infrared building surface temperature, collected in the field with a thermal imaging camera
DOI: 10.4225/15/551b48c8e32c1
title: Effect of spatial and temporal variation in marine productivity on energy acquisition in southern elephant seals, Mirounga leonina
DOI: 10.4225/15/551b2b65a73f3
title: Toxicity of metals to Antarctic marine microalgae
DOI: 10.4225/15/5518cc6779fb1
title: Sensitivity and response of Antarctic moss and terrestrial algae to fuel contaminants
DOI: 10.4225/15/5518845ad05f7
title: Toxicity of single metals and metal mixtures to Antarctic Marine Copepods
DOI: 10.4225/15/5514a9c54a8ec
title: Diet results from Adelie penguins at Bechervaise Island and Whitney Point, 2012-2013
DOI: 10.4225/15/550f872b1b31f
title: Snow, sea ice, slush, brine and seawater: Oxygen isotopic ratio data from the SIPEX II voyage of the Aurora Australis, 2012
DOI: 10.4225/15/55077fe8db43f
title: Airborne scanning LiDAR of sea ice during SIPEX in 2007
DOI: 10.4225/15/55075e7121113
title: Tracer test results and particle size analysis of Lower Permeable Reactive Barrier (PRB), Main Powerhouse site, Casey Station.
DOI: 10.4225/15/55011c4573441
title: GC-FID analysis of soil respirometery experiment. Soil from Macquarie Island, sampled in 2003.
DOI: 10.4225/15/54ffbe1de34df
title: Operational Taxonomic Unit (OTU) Microbial Ecotoxicology data from Macquarie Island and Casey Station: TPH, Chemistry and OTU Abundance data
DOI: 10.4225/15/54f7cef4df7d2
title: Toxicity Characteristic Leaching Procedure data for metal contaminated soil treated with silica treatments or an orthophosphate-silica mix treatment.
DOI: 10.4225/15/54f4fec143176
title: Measuring the effects of human activity on Weddell Seals (Leptonychotes weddellii)
DOI: 10.4225/15/54f3ba27cda9e
title: Annual Mean Water Isotope (d18O) Record for the "DSS" Law Dome Ice Core
DOI: 10.4225/15/54efe0f5ea37a
title: Project 3054 Season 1 Hydrocarbon ecotoxicological experiments Paramoera walkeri
DOI: 10.21227/fk1e-gx83
title: Pedestrians with IMU (Ped-IMU)

description: The dataset, Pedestrians with IMU (Ped-IMU), contains pedestrians moving in different behaviors while carrying a wearable sensor. We use a smartphone mounted on a subject's waist as a wearable device and record the smartphone's accelerometer, gyroscope, and magnetometer readings. We invite ten subjects of ages 22-35 to perform walking around with 4 trajectories: Left-Turn Back (L-TB), Left-Go Straight (L-GS), Right-Turn Back (R-TB), and Right-Go Straight (R-GS). A camera is set with screen ratio 16:9, resolution 1920*1080 pixels, and 12 fps.
DOI: 10.6084/m9.figshare.20065406
title: On optimal segmentation and parameter tuning for multiple change-point detection and inference

description: Change-point analysis is the task of finding abrupt (and significant) changes in the underlying model of a signal or time series. Change-point detection methods typically involve specifying the maximum number of segments to search for and the minimum segment length. However, there is no objective way to pre-specify these two parameters, and it mostly depends upon the particular application. Within this framework, a recursive optimization algorithm is developed that is capable of exploring and fine tuning these two input parameters, and optimally segmenting a time series. This multiple change-point detection technique therefore addresses a wide class of real-life contexts and problems where the identification of optimal level shifts in a time series is the main goal. Extensive simulation results are presented and a real-life example is given to illustrate the implementation of the developed scheme in practice and to unfold its capabilities. Concluding remarks and suggestions for future research are also provided.