Vegetation Heights 2020

Literature

Breiman, L. 2001:
Random forests. In: Machine Learning, 2001, 45 (1), pp. 5–32, doi:10.1023/A:1010933404324

DLR (Deutsches Zentrum für Luft- und Raumfahrt DLR e.V.) (ed.) 2013a:
Bestimmung von Gebäude- und Vegetationshöhen in Berlin, Ergebnisdokumentation [Ascertainment of building and vegetation heights in the city of Berlin, documentation of results].
Download:
/umweltatlas/_assets/literatur/0610_ausgabe2014_endbericht_gebaeude_vegetationshoehen_berlin.pdf [only in German]
(Accessed on 1 November 2021)

Kraus, K. 2004:
Photogrammetrie (vol. 1). Geometrische Informationen aus Photographien und Laserscanneraufnahmen [Geometric information from photographs and laser scans], 7th ed., Berlin.

Hirschmüller, H. 2008:
Stereo processing by semi-global matching and mutual information, IEEE Transactions on pattern analysis and machine intelligence, vol. 30(2), February 2008, pp. 328-341.

Rouse, J.W, Haas, R.H., Scheel, J.A., and Deering, D.W. 1974:
Monitoring vegetation systems in the great plains with ERTS. Proceedings, 3rd Earth Resource Technology Satellite (ERTS) Symposium, vol. 1, pp. 48-62.

SenStadtWohn (Senate Department for Urban Development and Housing Berlin) 2021:
Vegetationshöhen – Weiterentwicklung und Anwendung des Bestimmungsverfahrens 2020 [Documentation Vegetation Hights 2020].
Download:
/umweltatlas/_assets/literatur/vegetationshoehen_2020.pdf [only in German]
(Accessed on 1 November 2021)

Maps

DLR (Deutsches Zentrum für Luft- und Raumfahrt DLR e.V.) (ed.) 2013b:
Bestimmung von Gebäude- und Vegetationshöhen in Berlin, Teilergebnis Digitales Oberflächenmodell (DOM) 2009/ 2010 [Ascertainment of building and vegetation heights in the city of Berlin, interim results of the Digital Surface Model (DSM) from 2009/ 2010], commissioned by the Senate Department for Urban Development Berlin; unpublished.

Open Street Map 2021:
Gebäudedaten [Building data]
Internet:
download.geofabrik.de/europe/germany/berlin.html

SenStadtWohn (Senate Department for Urban Development and Housing Berlin) (ed.) 2020:
Digitale farbige True-Orthophotos 2020 (TrueDOP2020RGB) – Sommerbefliegung [2020 Digital colour true orthophotos (TrueDOP2020RGB) – aerial photography flight in the summer].
Internet:
fbinter.stadt-berlin.de/fb/index.jsp?loginkey=showMap&mapId=k_luftbild2020_true_rgb@senstadt [only in German]

SenStadt (Senate Department for Urban Development Berlin) (ed.) 2011a:
Digitale farbige Orthophotos 2010 (DOP20RGB) [2010 Digital colour orthophotos (DOP20RGB)].
Internet:
fbinter.stadt-berlin.de/fb/index.jsp?loginkey=showMap&mapId=k_luftbild2010_rgb@senstadt [only in German]

SenStadtWohn (Senate Department for Urban Development and Housing Berlin) (ed.) 2019:
3D-Gebäudemodell im Level of Detail 2 (LoD 2) [3D building model in level of detail 2 (LoD 2)], as of March 1, 2019, Berlin.
Internet:
fbinter.stadt-berlin.de/fb/index.jsp?loginkey=showMap&mapId=lod2@senstadt [only in German]

SenStadtWohn (Senate Department for Urban Development and Housing Berlin) (ed.) 2020a:
Daten des Informationssystems Stadt und Umwelt – Raumbezug ISU5 [Urban Environment Information System data – ISU5 spatial reference], as of December 31, 2020, Berlin.
Internet:
fbinter.stadt-berlin.de/fb_daten/beschreibung/umweltatlas/_Daten_des_ISU2020.pdf [only in German]

SenStadtWohn (Senate Department for Urban Development and Housing Berlin) (ed.) 2020b:
Environmental Atlas Berlin, Map “Inventory of Green and Open Spaces” (06.02), Berlin.
Internet:
www.berlin.de/umweltatlas/en/land-use/actual-land-use/2020/maps/artikel.1198412.en.php

SenStadtWohn (Senate Department for Urban Development and Housing) (ed.) 2021a:
ALKIS Berlin [Official Real Estate Cadastre Information System], as of September 6, 2021.
Internet:
fbinter.stadt-berlin.de/fb/index.jsp?loginkey=showMap&mapId=wmsk_alkis@senstadt [only in German]

SenStadtWohn (Senate Department for Urban Development and Housing Berlin) (ed.) 2021b:
Baumbestand Berlin [Berlin’s tree stock] (as of May 11, 2021).
Internet:
fbinter.stadt-berlin.de/fb/index.jsp?loginkey=showMap&mapId=k_wfs_baumbestand@senstadt [only in German]

SenStadtWohn (Senate Department for Urban Development and Housing Berlin) (ed.) 2021c:
ATKIS DGM1 2021 – Digitales Geländemodell [ATKIS DTM1 2021 – Digital Terrain Model], aerial photography flights on February 24-25 and March 2, 2021 (as of July 13, 2021).
Internet:
fbinter.stadt-berlin.de/fb/index.jsp?loginkey=showMap&mapId=k_dgm1@senstadt [only in German]

SenStadtWohn (Senate Department for Urban Development and Housing Berlin) (ed.) 2021d:
bDOM – bildbasiertes Digitales Oberflächenmodell [iDSM – image-based Digital Surface Model] (as of December 14, 2020).
Internet:
fbinter.stadt-berlin.de/fb/index.jsp?loginkey=showMap&mapId=k_dom@senstadt [only in German]