Set of Land cover classification

doi:10.25365/phaidra.397

You are here: University of Vienna PHAIDRA Detail o:1647857

Title (eng)

Analyst

Claudia Buchsteiner

Institut für Geographie und Regionalforschung

Researcher

Pamela Alessandra Baur

Institut für Geographie und Regionalforschung

Description (eng)

Datasets corresponding to the publication: Buchsteiner, C.; Baur, P.A.; Glatzel, S. (2023): Spatial Analysis of Intra-Annual Reed Ecosystem Dynamics at Lake Neusiedl Using RGB Drone Imagery and Deep Learning. Remote Sensing, 15, 3961. doi.org/10.3390/rs15163961 Spatio-temporal data sets of 10 UAV flights from May to November 2021 over the reed belt of Lake Neusiedl near Illmitz in the nature zone of the National Park Neusiedler See - Seewinkel. - Land cover classification of the study site with 3 classes vegetation (reed), water and sediment and their temporal changes over the study period performed with deep learning (CNN) Geographical informations: - extent: 53 ha (study area) - coordinates of center: 47°46’09"N, 16°45’30"E - coordinate system: WGS 1984 UTM Zone 33N (EPSG: 32633)

Keywords (eng)

orthomosaicsLake NeusiedlReedRGBLand cover classificationgreen chromatic coordinatesIllmitzDeep learningUAVPhragmites australisLTER

Subject (eng)

ÖFOS 2012 -- 105906 -- Environmental geosciences

Subject (eng)

ÖFOS 2012 -- 105405 -- Geoecology

Subject (eng)

ÖFOS 2012 -- 106026 -- Ecosystem research

Subject (eng)

ÖFOS 2012 -- 207402 -- Remote sensing

Language

[eng]

Persistent identifier

https://phaidra.univie.ac.at/o:1647857

DOI

10.25365/phaidra.397

Version type (eng)

author's original

Date

2023

Temporal coverage (eng)

May - November 2021

Depicted / Represented place

Reed Belt of Lake Neusiedl Research Site

[Reed Belt of Lake Neusiedl Research Site--Illmitz--Neusiedl am See--Burgenland--Austria]

Association (eng)

Department of Geography and Regional Research

Access rights (eng)

open access

License

CC BY-SA 4.0 International

Bibliography

Cites (eng)

Buchsteiner, C.; Baur, P.A. (2023): Spatial and intra-annual datasets on reed ecosystem dynamics at Lake Neusiedl of 2021 using RGB drone imagery, Phenocam and Deep Learning. V1. PHAIDRA Repositorium (University of Vienna).https://doi.org/10.25365/phaidra.397