SlideShare une entreprise Scribd logo
1  sur  17
Methods for description of distribution 
of species obtained by quadrant mapping 
Zbyněk Janoška 
www.geoinformatics.upol.cz
Quadrant mapping 
 Kartierung der Flora Mitteleuropas (KFME), Niklfeld, 
1971 
 Environmental mapping (biological) 
 CZ, SK, A, RO 
 Base level: 
 10 minutes longitude 
 6 minutes latitude 
www.geoinformatics.upol.cz
Data 
 Lepidoptera – daily butterflies 
 White Carpathians area (715 km2) 
 Data collection: 2004-05; 124 species; 20 000 
records 
 Incidence of species – T/F values 
 Locations checked multiple times (5-20) 
 Bias in data collection (towards accesible and 
enviromentaly rich locations) 
www.geoinformatics.upol.cz
Data 
www.geoinformatics.upol.cz
Data 
www.geoinformatics.upol.cz
Data 
www.geoinformatics.upol.cz
Data 
www.geoinformatics.upol.cz
Data 
www.geoinformatics.upol.cz
Aim of study 
 Propose descriptors of distribution 
 Clustering / regularity / randomness 
 Density 
 Dominance 
 Patches – continuously inhabited areas (Rook 
neighborhood) 
www.geoinformatics.upol.cz
Descriptors of shape 
 Moran's Index (Moran, 1950) 
 Bias – not suitable 
www.geoinformatics.upol.cz
Dominance 
 DI1 = Size of largest patch / Size of second largest 
patch 
 DI2 = Size of largest patch / Size of inhabited area 
www.geoinformatics.upol.cz
Dominance 
www.geoinformatics.upol.cz
Density 
 Typicaly: Occupied area / Total area 
 In this case: total area same for all species 
 Modification: Occupied area / Homerange 
 Homerange = Minimal Convex Polygon 
www.geoinformatics.upol.cz
Coverage 
 Percentage of patches needed to cover X % of area 
Number of patches 
 (Self-explanatory) 
www.geoinformatics.upol.cz
Results 
 Descriptors partially correlated 
 Suitable for comparisson of pairs of distribution 
 Given data quality, should be used with caution 
 All calculations can be automatized → data mining 
tool 
www.geoinformatics.upol.cz
Further analysis 
 Transformation, standardization, outlier detection 
 Dimension reduction (PCA, Correspondence 
Analysis) 
 Clustering of data 
www.geoinformatics.upol.cz
Literature 
 MORAN, P. A. P. (1950). Notes on Continuous 
Stochastic Phenomena. Biometrika 37(1) 17-23. 
 NIKLFELD, H. (1971). Bericht über die Kartierung der 
Flora Mitteleuropas. Taxon 20(4) 545-571 
www.geoinformatics.upol.cz

Contenu connexe

Tendances

06 preview of a global survey of selected deep underground facilities tynan l...
06 preview of a global survey of selected deep underground facilities tynan l...06 preview of a global survey of selected deep underground facilities tynan l...
06 preview of a global survey of selected deep underground facilities tynan l...
leann_mays
 
Lewis Dijkstra, DG Regional Policy
Lewis Dijkstra, DG Regional PolicyLewis Dijkstra, DG Regional Policy
Lewis Dijkstra, DG Regional Policy
plan4all
 

Tendances (12)

Cop8 poster 4
Cop8 poster 4Cop8 poster 4
Cop8 poster 4
 
Visualizing and Exploring Linked Spatiotemporal Data using Sextant
Visualizing and Exploring Linked Spatiotemporal Data using SextantVisualizing and Exploring Linked Spatiotemporal Data using Sextant
Visualizing and Exploring Linked Spatiotemporal Data using Sextant
 
Population Projection of Bald Eagles
Population Projection of Bald EaglesPopulation Projection of Bald Eagles
Population Projection of Bald Eagles
 
06 preview of a global survey of selected deep underground facilities tynan l...
06 preview of a global survey of selected deep underground facilities tynan l...06 preview of a global survey of selected deep underground facilities tynan l...
06 preview of a global survey of selected deep underground facilities tynan l...
 
Geospatial Techniques for Measuring SI Assessment Indicators
Geospatial Techniques for Measuring SI Assessment IndicatorsGeospatial Techniques for Measuring SI Assessment Indicators
Geospatial Techniques for Measuring SI Assessment Indicators
 
Flood remedial mesures in gis
Flood remedial mesures in gisFlood remedial mesures in gis
Flood remedial mesures in gis
 
Djquandt projpresent
Djquandt projpresentDjquandt projpresent
Djquandt projpresent
 
2017 ASPRS-RMR Big Data Track: A Geospatial Picture of 1959 Albuquerque, New ...
2017 ASPRS-RMR Big Data Track: A Geospatial Picture of 1959 Albuquerque, New ...2017 ASPRS-RMR Big Data Track: A Geospatial Picture of 1959 Albuquerque, New ...
2017 ASPRS-RMR Big Data Track: A Geospatial Picture of 1959 Albuquerque, New ...
 
Lewis Dijkstra, DG Regional Policy
Lewis Dijkstra, DG Regional PolicyLewis Dijkstra, DG Regional Policy
Lewis Dijkstra, DG Regional Policy
 
DISCOVERY DAY 2017: MAKE IT HAPPEN!
DISCOVERY DAY 2017: MAKE IT HAPPEN!DISCOVERY DAY 2017: MAKE IT HAPPEN!
DISCOVERY DAY 2017: MAKE IT HAPPEN!
 
Remote Sensing of Evapotranspiration in a Southern Mediterranean Forest. Appl...
Remote Sensing of Evapotranspiration in a Southern Mediterranean Forest. Appl...Remote Sensing of Evapotranspiration in a Southern Mediterranean Forest. Appl...
Remote Sensing of Evapotranspiration in a Southern Mediterranean Forest. Appl...
 
3A_1_spatially clustered associations
3A_1_spatially clustered associations3A_1_spatially clustered associations
3A_1_spatially clustered associations
 

En vedette

Lukáš Marek - Spatial Clustering and Multivariate Statistics in Analysis of I...
Lukáš Marek - Spatial Clustering and Multivariate Statistics in Analysis of I...Lukáš Marek - Spatial Clustering and Multivariate Statistics in Analysis of I...
Lukáš Marek - Spatial Clustering and Multivariate Statistics in Analysis of I...
swenney
 
Lenka Zajíčková - The data model for data management of public transport in t...
Lenka Zajíčková - The data model for data management of public transport in t...Lenka Zajíčková - The data model for data management of public transport in t...
Lenka Zajíčková - The data model for data management of public transport in t...
swenney
 
Aleš Vávra - Spatial Assessment of Phenological Observation on the Vysoké Po...
Aleš Vávra	 - Spatial Assessment of Phenological Observation on the Vysoké Po...Aleš Vávra	 - Spatial Assessment of Phenological Observation on the Vysoké Po...
Aleš Vávra - Spatial Assessment of Phenological Observation on the Vysoké Po...
swenney
 
Justyna Pastwa - Flood vulnerability estimation using FHA geometric mean method
Justyna Pastwa - Flood vulnerability estimation using FHA geometric mean methodJustyna Pastwa - Flood vulnerability estimation using FHA geometric mean method
Justyna Pastwa - Flood vulnerability estimation using FHA geometric mean method
swenney
 
Stanislav Popelka - Eye-tracking study on different types of 3D visualization
Stanislav Popelka - Eye-tracking study on different types of 3D visualizationStanislav Popelka - Eye-tracking study on different types of 3D visualization
Stanislav Popelka - Eye-tracking study on different types of 3D visualization
swenney
 
Jan Caha - Visibility Analysis on Uncertain Surfaces
Jan Caha - Visibility Analysis on Uncertain SurfacesJan Caha - Visibility Analysis on Uncertain Surfaces
Jan Caha - Visibility Analysis on Uncertain Surfaces
swenney
 
Rostislav Nétek - Designing of Smart Client for Fire Brigade of Olomouc Region
Rostislav Nétek - Designing of Smart Client for Fire Brigade of Olomouc RegionRostislav Nétek - Designing of Smart Client for Fire Brigade of Olomouc Region
Rostislav Nétek - Designing of Smart Client for Fire Brigade of Olomouc Region
swenney
 
VARS Brno
VARS BrnoVARS Brno
VARS Brno
swenney
 
OGiC - Menno-Jan Kraak - Maps and time
OGiC - Menno-Jan Kraak - Maps and timeOGiC - Menno-Jan Kraak - Maps and time
OGiC - Menno-Jan Kraak - Maps and time
swenney
 
Itzhak Benenson - OGiC - Shortest path and service area algorithms and their ...
Itzhak Benenson - OGiC - Shortest path and service area algorithms and their ...Itzhak Benenson - OGiC - Shortest path and service area algorithms and their ...
Itzhak Benenson - OGiC - Shortest path and service area algorithms and their ...
swenney
 

En vedette (18)

Lukáš Marek - Spatial Clustering and Multivariate Statistics in Analysis of I...
Lukáš Marek - Spatial Clustering and Multivariate Statistics in Analysis of I...Lukáš Marek - Spatial Clustering and Multivariate Statistics in Analysis of I...
Lukáš Marek - Spatial Clustering and Multivariate Statistics in Analysis of I...
 
Workshop - Hejlova - Bezdrátová senzorová síť
Workshop - Hejlova - Bezdrátová senzorová síťWorkshop - Hejlova - Bezdrátová senzorová síť
Workshop - Hejlova - Bezdrátová senzorová síť
 
Vavra - Assessment and visualization of phenological data by using of GIS
Vavra - Assessment and visualization of phenological data by using of GISVavra - Assessment and visualization of phenological data by using of GIS
Vavra - Assessment and visualization of phenological data by using of GIS
 
Lenka Zajíčková - The data model for data management of public transport in t...
Lenka Zajíčková - The data model for data management of public transport in t...Lenka Zajíčková - The data model for data management of public transport in t...
Lenka Zajíčková - The data model for data management of public transport in t...
 
Aleš Vávra - Spatial Assessment of Phenological Observation on the Vysoké Po...
Aleš Vávra	 - Spatial Assessment of Phenological Observation on the Vysoké Po...Aleš Vávra	 - Spatial Assessment of Phenological Observation on the Vysoké Po...
Aleš Vávra - Spatial Assessment of Phenological Observation on the Vysoké Po...
 
Justyna Pastwa - Flood vulnerability estimation using FHA geometric mean method
Justyna Pastwa - Flood vulnerability estimation using FHA geometric mean methodJustyna Pastwa - Flood vulnerability estimation using FHA geometric mean method
Justyna Pastwa - Flood vulnerability estimation using FHA geometric mean method
 
Brychtova - Evaluation of colour schemes usability in Atlas of the Phenologic...
Brychtova - Evaluation of colour schemes usability in Atlas of the Phenologic...Brychtova - Evaluation of colour schemes usability in Atlas of the Phenologic...
Brychtova - Evaluation of colour schemes usability in Atlas of the Phenologic...
 
Stanislav Popelka - Eye-tracking study on different types of 3D visualization
Stanislav Popelka - Eye-tracking study on different types of 3D visualizationStanislav Popelka - Eye-tracking study on different types of 3D visualization
Stanislav Popelka - Eye-tracking study on different types of 3D visualization
 
Parking benenson olomouc
Parking benenson olomoucParking benenson olomouc
Parking benenson olomouc
 
Jan Caha - Visibility Analysis on Uncertain Surfaces
Jan Caha - Visibility Analysis on Uncertain SurfacesJan Caha - Visibility Analysis on Uncertain Surfaces
Jan Caha - Visibility Analysis on Uncertain Surfaces
 
Dolezalova - Optimizing colors for effective visualization of geographic data
Dolezalova - Optimizing colors for effective visualization of geographic dataDolezalova - Optimizing colors for effective visualization of geographic data
Dolezalova - Optimizing colors for effective visualization of geographic data
 
Rostislav Nétek - Designing of Smart Client for Fire Brigade of Olomouc Region
Rostislav Nétek - Designing of Smart Client for Fire Brigade of Olomouc RegionRostislav Nétek - Designing of Smart Client for Fire Brigade of Olomouc Region
Rostislav Nétek - Designing of Smart Client for Fire Brigade of Olomouc Region
 
VARS Brno
VARS BrnoVARS Brno
VARS Brno
 
Workshop - Ruzicka - Webové mapy prakticky
Workshop - Ruzicka - Webové mapy praktickyWorkshop - Ruzicka - Webové mapy prakticky
Workshop - Ruzicka - Webové mapy prakticky
 
OGiC - Menno-Jan Kraak - Maps and time
OGiC - Menno-Jan Kraak - Maps and timeOGiC - Menno-Jan Kraak - Maps and time
OGiC - Menno-Jan Kraak - Maps and time
 
Netek - On-screen Editing of Map Content via Web Browser in Real Time
 Netek - On-screen Editing of Map Content via Web Browser in Real Time Netek - On-screen Editing of Map Content via Web Browser in Real Time
Netek - On-screen Editing of Map Content via Web Browser in Real Time
 
Itzhak Benenson - OGiC - Shortest path and service area algorithms and their ...
Itzhak Benenson - OGiC - Shortest path and service area algorithms and their ...Itzhak Benenson - OGiC - Shortest path and service area algorithms and their ...
Itzhak Benenson - OGiC - Shortest path and service area algorithms and their ...
 
OGiC - Manfred Buchroithner - Karst caves in tropical jungle: 3D mapping and ...
OGiC - Manfred Buchroithner - Karst caves in tropical jungle: 3D mapping and ...OGiC - Manfred Buchroithner - Karst caves in tropical jungle: 3D mapping and ...
OGiC - Manfred Buchroithner - Karst caves in tropical jungle: 3D mapping and ...
 

Similaire à Janoska - Methods for Description of Distribution of Species Obtained by Quadrant Mapping

WE4_T05_1_lopezsanchez_rice_igarss2011.ppt
WE4_T05_1_lopezsanchez_rice_igarss2011.pptWE4_T05_1_lopezsanchez_rice_igarss2011.ppt
WE4_T05_1_lopezsanchez_rice_igarss2011.ppt
grssieee
 
WE4_T02_4_lopezsanchez_tdx_igarss2011.ppt
WE4_T02_4_lopezsanchez_tdx_igarss2011.pptWE4_T02_4_lopezsanchez_tdx_igarss2011.ppt
WE4_T02_4_lopezsanchez_tdx_igarss2011.ppt
grssieee
 

Similaire à Janoska - Methods for Description of Distribution of Species Obtained by Quadrant Mapping (13)

Predictive association between trait data and eco-geographic data for Nordic ...
Predictive association between trait data and eco-geographic data for Nordic ...Predictive association between trait data and eco-geographic data for Nordic ...
Predictive association between trait data and eco-geographic data for Nordic ...
 
Lauschangriff
LauschangriffLauschangriff
Lauschangriff
 
WE4_T05_1_lopezsanchez_rice_igarss2011.ppt
WE4_T05_1_lopezsanchez_rice_igarss2011.pptWE4_T05_1_lopezsanchez_rice_igarss2011.ppt
WE4_T05_1_lopezsanchez_rice_igarss2011.ppt
 
dm_spdm_short.ppt
dm_spdm_short.pptdm_spdm_short.ppt
dm_spdm_short.ppt
 
dm_spdm_short (3).ppt
dm_spdm_short (3).pptdm_spdm_short (3).ppt
dm_spdm_short (3).ppt
 
Digital Soil Mapping by Ronald Vargas Rojas
Digital Soil Mapping by Ronald Vargas RojasDigital Soil Mapping by Ronald Vargas Rojas
Digital Soil Mapping by Ronald Vargas Rojas
 
WE4_T02_4_lopezsanchez_tdx_igarss2011.ppt
WE4_T02_4_lopezsanchez_tdx_igarss2011.pptWE4_T02_4_lopezsanchez_tdx_igarss2011.ppt
WE4_T02_4_lopezsanchez_tdx_igarss2011.ppt
 
Marek - Spatial analyses of health data: From points to models
Marek - Spatial analyses of health data: From points to modelsMarek - Spatial analyses of health data: From points to models
Marek - Spatial analyses of health data: From points to models
 
Closing the gap – linking collection data to applied research
Closing the gap – linking collection data to applied researchClosing the gap – linking collection data to applied research
Closing the gap – linking collection data to applied research
 
Free GIS Software meets zoonotic diseases: From raw data to ecological indica...
Free GIS Software meets zoonotic diseases: From raw data to ecological indica...Free GIS Software meets zoonotic diseases: From raw data to ecological indica...
Free GIS Software meets zoonotic diseases: From raw data to ecological indica...
 
Remote sensing concept and applications
Remote sensing   concept and applicationsRemote sensing   concept and applications
Remote sensing concept and applications
 
UAV (and other) Phenotyping in an Arid Environment
UAV (and other) Phenotyping in an Arid EnvironmentUAV (and other) Phenotyping in an Arid Environment
UAV (and other) Phenotyping in an Arid Environment
 
Multispecies Distribution Models
Multispecies Distribution ModelsMultispecies Distribution Models
Multispecies Distribution Models
 

Plus de swenney

Jakub Miřijovský - Monitoring of the shallow landslide using UAV photogrammet...
Jakub Miřijovský - Monitoring of the shallow landslide using UAV photogrammet...Jakub Miřijovský - Monitoring of the shallow landslide using UAV photogrammet...
Jakub Miřijovský - Monitoring of the shallow landslide using UAV photogrammet...
swenney
 
Vít Pászto - Rural and urban areas delimitation using fuzzy inference system
Vít Pászto	- Rural and urban areas delimitation using fuzzy inference systemVít Pászto	- Rural and urban areas delimitation using fuzzy inference system
Vít Pászto - Rural and urban areas delimitation using fuzzy inference system
swenney
 
Terje Midtbø - OGiC - Perception, colour use and visual effects
Terje Midtbø - OGiC - Perception, colour use and visual effectsTerje Midtbø - OGiC - Perception, colour use and visual effects
Terje Midtbø - OGiC - Perception, colour use and visual effects
swenney
 

Plus de swenney (17)

Ooms - Cognitive user evaluation of digital maps: findings and challenges
Ooms - Cognitive user evaluation of digital maps: findings and challengesOoms - Cognitive user evaluation of digital maps: findings and challenges
Ooms - Cognitive user evaluation of digital maps: findings and challenges
 
Buchroithner - Multitemporal remote sensing-based 3D mapping of glacier chang...
Buchroithner - Multitemporal remote sensing-based 3D mapping of glacier chang...Buchroithner - Multitemporal remote sensing-based 3D mapping of glacier chang...
Buchroithner - Multitemporal remote sensing-based 3D mapping of glacier chang...
 
Hiba idris - GIS Based Visualisation of the Aesthetic Value of The Landscapes...
Hiba idris - GIS Based Visualisation of the Aesthetic Value of The Landscapes...Hiba idris - GIS Based Visualisation of the Aesthetic Value of The Landscapes...
Hiba idris - GIS Based Visualisation of the Aesthetic Value of The Landscapes...
 
OGiC - Kristien Ooms - Eye tracking in the Geo-domain: a perception on cartog...
OGiC - Kristien Ooms - Eye tracking in the Geo-domain: a perception on cartog...OGiC - Kristien Ooms - Eye tracking in the Geo-domain: a perception on cartog...
OGiC - Kristien Ooms - Eye tracking in the Geo-domain: a perception on cartog...
 
Workshop - Stachon - Staré mapy v praxi
Workshop - Stachon - Staré mapy v praxiWorkshop - Stachon - Staré mapy v praxi
Workshop - Stachon - Staré mapy v praxi
 
Workshop - Hajek+Jedlicka - Jak exportovat sémantická data ze SketchUp
Workshop - Hajek+Jedlicka - Jak exportovat sémantická data ze SketchUpWorkshop - Hajek+Jedlicka - Jak exportovat sémantická data ze SketchUp
Workshop - Hajek+Jedlicka - Jak exportovat sémantická data ze SketchUp
 
Workshop - Sasinka - Metodologické aspekty empirického výzkumu v oblasti kogn...
Workshop - Sasinka - Metodologické aspekty empirického výzkumu v oblasti kogn...Workshop - Sasinka - Metodologické aspekty empirického výzkumu v oblasti kogn...
Workshop - Sasinka - Metodologické aspekty empirického výzkumu v oblasti kogn...
 
Merickova - Characteristic of the Cognition of Military Pilots: A Geographic ...
Merickova - Characteristic of the Cognition of Military Pilots: A Geographic ...Merickova - Characteristic of the Cognition of Military Pilots: A Geographic ...
Merickova - Characteristic of the Cognition of Military Pilots: A Geographic ...
 
Popelka - The role of hill-shading in tourist maps: an eye-tracking study
Popelka - The role of hill-shading in tourist maps: an eye-tracking studyPopelka - The role of hill-shading in tourist maps: an eye-tracking study
Popelka - The role of hill-shading in tourist maps: an eye-tracking study
 
Caha - Visibility on a fuzzy surface: A case study
Caha - Visibility on a fuzzy surface: A case studyCaha - Visibility on a fuzzy surface: A case study
Caha - Visibility on a fuzzy surface: A case study
 
Zajickova - Changes in the public service transport network in the Olomouc Re...
Zajickova - Changes in the public service transport network in the Olomouc Re...Zajickova - Changes in the public service transport network in the Olomouc Re...
Zajickova - Changes in the public service transport network in the Olomouc Re...
 
Hejlova - Parametres of WSN for temperature monitoring
Hejlova - Parametres of WSN for temperature monitoringHejlova - Parametres of WSN for temperature monitoring
Hejlova - Parametres of WSN for temperature monitoring
 
Samec - Regression analysis of relations among main Quaternary environmental ...
Samec - Regression analysis of relations among main Quaternary environmental ...Samec - Regression analysis of relations among main Quaternary environmental ...
Samec - Regression analysis of relations among main Quaternary environmental ...
 
Paszto - Fractal dimension of the Czech road network
Paszto - Fractal dimension of the Czech road networkPaszto - Fractal dimension of the Czech road network
Paszto - Fractal dimension of the Czech road network
 
Jakub Miřijovský - Monitoring of the shallow landslide using UAV photogrammet...
Jakub Miřijovský - Monitoring of the shallow landslide using UAV photogrammet...Jakub Miřijovský - Monitoring of the shallow landslide using UAV photogrammet...
Jakub Miřijovský - Monitoring of the shallow landslide using UAV photogrammet...
 
Vít Pászto - Rural and urban areas delimitation using fuzzy inference system
Vít Pászto	- Rural and urban areas delimitation using fuzzy inference systemVít Pászto	- Rural and urban areas delimitation using fuzzy inference system
Vít Pászto - Rural and urban areas delimitation using fuzzy inference system
 
Terje Midtbø - OGiC - Perception, colour use and visual effects
Terje Midtbø - OGiC - Perception, colour use and visual effectsTerje Midtbø - OGiC - Perception, colour use and visual effects
Terje Midtbø - OGiC - Perception, colour use and visual effects
 

Dernier

👉 Amritsar Call Girl 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Phone No Amri...
👉 Amritsar Call Girl 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Phone No Amri...👉 Amritsar Call Girl 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Phone No Amri...
👉 Amritsar Call Girl 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Phone No Amri...
karishmasinghjnh
 
Escorts Service Kumaraswamy Layout ☎ 7737669865☎ Book Your One night Stand (B...
Escorts Service Kumaraswamy Layout ☎ 7737669865☎ Book Your One night Stand (B...Escorts Service Kumaraswamy Layout ☎ 7737669865☎ Book Your One night Stand (B...
Escorts Service Kumaraswamy Layout ☎ 7737669865☎ Book Your One night Stand (B...
amitlee9823
 
Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
amitlee9823
 
Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
ZurliaSoop
 
Call Girls In Doddaballapur Road ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Doddaballapur Road ☎ 7737669865 🥵 Book Your One night StandCall Girls In Doddaballapur Road ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Doddaballapur Road ☎ 7737669865 🥵 Book Your One night Stand
amitlee9823
 
Call Girls Begur Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Begur Just Call 👗 7737669865 👗 Top Class Call Girl Service BangaloreCall Girls Begur Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Begur Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
amitlee9823
 
CHEAP Call Girls in Rabindra Nagar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Rabindra Nagar  (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICECHEAP Call Girls in Rabindra Nagar  (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Rabindra Nagar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
9953056974 Low Rate Call Girls In Saket, Delhi NCR
 
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
amitlee9823
 
Call Girls Bannerghatta Road Just Call 👗 7737669865 👗 Top Class Call Girl Ser...
Call Girls Bannerghatta Road Just Call 👗 7737669865 👗 Top Class Call Girl Ser...Call Girls Bannerghatta Road Just Call 👗 7737669865 👗 Top Class Call Girl Ser...
Call Girls Bannerghatta Road Just Call 👗 7737669865 👗 Top Class Call Girl Ser...
amitlee9823
 
Call Girls Indiranagar Just Call 👗 9155563397 👗 Top Class Call Girl Service B...
Call Girls Indiranagar Just Call 👗 9155563397 👗 Top Class Call Girl Service B...Call Girls Indiranagar Just Call 👗 9155563397 👗 Top Class Call Girl Service B...
Call Girls Indiranagar Just Call 👗 9155563397 👗 Top Class Call Girl Service B...
only4webmaster01
 
Call Girls In Nandini Layout ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Nandini Layout ☎ 7737669865 🥵 Book Your One night StandCall Girls In Nandini Layout ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Nandini Layout ☎ 7737669865 🥵 Book Your One night Stand
amitlee9823
 
➥🔝 7737669865 🔝▻ Thrissur Call-girls in Women Seeking Men 🔝Thrissur🔝 Escor...
➥🔝 7737669865 🔝▻ Thrissur Call-girls in Women Seeking Men  🔝Thrissur🔝   Escor...➥🔝 7737669865 🔝▻ Thrissur Call-girls in Women Seeking Men  🔝Thrissur🔝   Escor...
➥🔝 7737669865 🔝▻ Thrissur Call-girls in Women Seeking Men 🔝Thrissur🔝 Escor...
amitlee9823
 
Abortion pills in Jeddah | +966572737505 | Get Cytotec
Abortion pills in Jeddah | +966572737505 | Get CytotecAbortion pills in Jeddah | +966572737505 | Get Cytotec
Abortion pills in Jeddah | +966572737505 | Get Cytotec
Abortion pills in Riyadh +966572737505 get cytotec
 
Abortion pills in Doha Qatar (+966572737505 ! Get Cytotec
Abortion pills in Doha Qatar (+966572737505 ! Get CytotecAbortion pills in Doha Qatar (+966572737505 ! Get Cytotec
Abortion pills in Doha Qatar (+966572737505 ! Get Cytotec
Abortion pills in Riyadh +966572737505 get cytotec
 

Dernier (20)

Call me @ 9892124323 Cheap Rate Call Girls in Vashi with Real Photo 100% Secure
Call me @ 9892124323  Cheap Rate Call Girls in Vashi with Real Photo 100% SecureCall me @ 9892124323  Cheap Rate Call Girls in Vashi with Real Photo 100% Secure
Call me @ 9892124323 Cheap Rate Call Girls in Vashi with Real Photo 100% Secure
 
Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...
Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...
Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...
 
👉 Amritsar Call Girl 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Phone No Amri...
👉 Amritsar Call Girl 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Phone No Amri...👉 Amritsar Call Girl 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Phone No Amri...
👉 Amritsar Call Girl 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Phone No Amri...
 
(NEHA) Call Girls Katra Call Now 8617697112 Katra Escorts 24x7
(NEHA) Call Girls Katra Call Now 8617697112 Katra Escorts 24x7(NEHA) Call Girls Katra Call Now 8617697112 Katra Escorts 24x7
(NEHA) Call Girls Katra Call Now 8617697112 Katra Escorts 24x7
 
Escorts Service Kumaraswamy Layout ☎ 7737669865☎ Book Your One night Stand (B...
Escorts Service Kumaraswamy Layout ☎ 7737669865☎ Book Your One night Stand (B...Escorts Service Kumaraswamy Layout ☎ 7737669865☎ Book Your One night Stand (B...
Escorts Service Kumaraswamy Layout ☎ 7737669865☎ Book Your One night Stand (B...
 
Predicting Loan Approval: A Data Science Project
Predicting Loan Approval: A Data Science ProjectPredicting Loan Approval: A Data Science Project
Predicting Loan Approval: A Data Science Project
 
Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
 
Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
 
Midocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFxMidocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFx
 
Call Girls In Doddaballapur Road ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Doddaballapur Road ☎ 7737669865 🥵 Book Your One night StandCall Girls In Doddaballapur Road ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Doddaballapur Road ☎ 7737669865 🥵 Book Your One night Stand
 
Call Girls Begur Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Begur Just Call 👗 7737669865 👗 Top Class Call Girl Service BangaloreCall Girls Begur Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Begur Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
 
CHEAP Call Girls in Rabindra Nagar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Rabindra Nagar  (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICECHEAP Call Girls in Rabindra Nagar  (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Rabindra Nagar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
 
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
 
Call Girls Bannerghatta Road Just Call 👗 7737669865 👗 Top Class Call Girl Ser...
Call Girls Bannerghatta Road Just Call 👗 7737669865 👗 Top Class Call Girl Ser...Call Girls Bannerghatta Road Just Call 👗 7737669865 👗 Top Class Call Girl Ser...
Call Girls Bannerghatta Road Just Call 👗 7737669865 👗 Top Class Call Girl Ser...
 
Capstone Project on IBM Data Analytics Program
Capstone Project on IBM Data Analytics ProgramCapstone Project on IBM Data Analytics Program
Capstone Project on IBM Data Analytics Program
 
Call Girls Indiranagar Just Call 👗 9155563397 👗 Top Class Call Girl Service B...
Call Girls Indiranagar Just Call 👗 9155563397 👗 Top Class Call Girl Service B...Call Girls Indiranagar Just Call 👗 9155563397 👗 Top Class Call Girl Service B...
Call Girls Indiranagar Just Call 👗 9155563397 👗 Top Class Call Girl Service B...
 
Call Girls In Nandini Layout ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Nandini Layout ☎ 7737669865 🥵 Book Your One night StandCall Girls In Nandini Layout ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Nandini Layout ☎ 7737669865 🥵 Book Your One night Stand
 
➥🔝 7737669865 🔝▻ Thrissur Call-girls in Women Seeking Men 🔝Thrissur🔝 Escor...
➥🔝 7737669865 🔝▻ Thrissur Call-girls in Women Seeking Men  🔝Thrissur🔝   Escor...➥🔝 7737669865 🔝▻ Thrissur Call-girls in Women Seeking Men  🔝Thrissur🔝   Escor...
➥🔝 7737669865 🔝▻ Thrissur Call-girls in Women Seeking Men 🔝Thrissur🔝 Escor...
 
Abortion pills in Jeddah | +966572737505 | Get Cytotec
Abortion pills in Jeddah | +966572737505 | Get CytotecAbortion pills in Jeddah | +966572737505 | Get Cytotec
Abortion pills in Jeddah | +966572737505 | Get Cytotec
 
Abortion pills in Doha Qatar (+966572737505 ! Get Cytotec
Abortion pills in Doha Qatar (+966572737505 ! Get CytotecAbortion pills in Doha Qatar (+966572737505 ! Get Cytotec
Abortion pills in Doha Qatar (+966572737505 ! Get Cytotec
 

Janoska - Methods for Description of Distribution of Species Obtained by Quadrant Mapping

  • 1. Methods for description of distribution of species obtained by quadrant mapping Zbyněk Janoška www.geoinformatics.upol.cz
  • 2. Quadrant mapping  Kartierung der Flora Mitteleuropas (KFME), Niklfeld, 1971  Environmental mapping (biological)  CZ, SK, A, RO  Base level:  10 minutes longitude  6 minutes latitude www.geoinformatics.upol.cz
  • 3. Data  Lepidoptera – daily butterflies  White Carpathians area (715 km2)  Data collection: 2004-05; 124 species; 20 000 records  Incidence of species – T/F values  Locations checked multiple times (5-20)  Bias in data collection (towards accesible and enviromentaly rich locations) www.geoinformatics.upol.cz
  • 9. Aim of study  Propose descriptors of distribution  Clustering / regularity / randomness  Density  Dominance  Patches – continuously inhabited areas (Rook neighborhood) www.geoinformatics.upol.cz
  • 10. Descriptors of shape  Moran's Index (Moran, 1950)  Bias – not suitable www.geoinformatics.upol.cz
  • 11. Dominance  DI1 = Size of largest patch / Size of second largest patch  DI2 = Size of largest patch / Size of inhabited area www.geoinformatics.upol.cz
  • 13. Density  Typicaly: Occupied area / Total area  In this case: total area same for all species  Modification: Occupied area / Homerange  Homerange = Minimal Convex Polygon www.geoinformatics.upol.cz
  • 14. Coverage  Percentage of patches needed to cover X % of area Number of patches  (Self-explanatory) www.geoinformatics.upol.cz
  • 15. Results  Descriptors partially correlated  Suitable for comparisson of pairs of distribution  Given data quality, should be used with caution  All calculations can be automatized → data mining tool www.geoinformatics.upol.cz
  • 16. Further analysis  Transformation, standardization, outlier detection  Dimension reduction (PCA, Correspondence Analysis)  Clustering of data www.geoinformatics.upol.cz
  • 17. Literature  MORAN, P. A. P. (1950). Notes on Continuous Stochastic Phenomena. Biometrika 37(1) 17-23.  NIKLFELD, H. (1971). Bericht über die Kartierung der Flora Mitteleuropas. Taxon 20(4) 545-571 www.geoinformatics.upol.cz