Replication package for: Localized assessment of urban forest structures with 3D indicators

Version 1.0
Replication package for: Localized assessment of urban forest structures with 3D indicators
Münzinger, Markus; Burghardt, Dirk; Behnisch, Martin, 2026, "Replication package for: Localized assessment of urban forest structures with 3D indicators", https://doi.org/10.71830/CDAXYF, ioerDATA, V1
Learn about Data Citation Standards.
Contact Owner Share
Make Data Count (MDC) Metrics
since 2024-09-14
212 Views
3 Downloads
0 Citations
Description
EN:

The dataset includes all data and source code required to reproduce the analysis presented in the study Localized Assessment of Urban Forest Structures with 3D Indicators, published in Ecological Indicators (2026).

Pre-processed GeoPackages (.gpkg) for Amsterdam and Berlin contain canopy-height and building-height values on a 100 m grid. These values were derived from publicly available canopy-height and building-height datasets. The supplied grid cells are classified according to the Local Climate Zone (LCZ) scheme, allowing direct integration into the analysis workflow.

An interactive Jupyter Notebook guides users through the complete analysis, following the structure of the manuscript. A dynamic map viewer provides zoom, pan, and layer-overlay controls for interactive exploration of the results.

A static, read-only HTML report presents all figures, tables, and map screenshots without requiring code execution.

Click the link below to launch this repository in an executable Binder environment in your browser:

Binder

Please note that building the Binder environment may take some time.

DE:

Der Datensatz enthält alle Daten und den Quellcode, die erforderlich sind, um die in der Studie Localized Assessment of Urban Forest Structures with 3D Indicators dargestellte Analyse zu reproduzieren, veröffentlicht in Ecological Indicators (2026).

Vorverarbeitete GeoPackages (.gpkg) für Amsterdam und Berlin enthalten Werte der Baumhöhe und Gebäudehöhe auf einem 100 m-Raster. Diese Werte wurden aus öffentlich verfügbaren Datensätzen zu Kronenhöhen und Gebäudehöhen abgeleitet. Die bereitgestellten Rasterzellen sind gemäß dem Local-Climate-Zone-(LCZ)-Schema klassifiziert und können direkt in den Analyse-Workflow integriert werden.

Ein interaktives Jupyter-Notebook führt die Benutzerinnen und Benutzer durch die vollständige Analyse und folgt dabei der Struktur des Manuskripts. Ein dynamischer Karten-Viewer bietet Steuerungen zum Zoomen, Verschieben und Überlagern von Ebenen für eine interaktive Erkundung der Ergebnisse.

Ein statischer, schreibgeschützter HTML-Bericht zeigt alle Abbildungen, Tabellen und Kartenausschnitte an, ohne dass eine Codeausführung erforderlich ist.

Klicken Sie auf den nachfolgenden Link, um dieses Repository in einer ausführbaren Binder-Umgebung in Ihrem Browser zu öffnen:

Binder

Bitte beachten Sie, dass das Erstellen der Binder-Umgebung einige Zeit in Anspruch nehmen kann.

Subject Earth and Environmental Sciences
Keyword urban ecosystems, urban morphology, 3D vegetation structure, spatially explicit indicators, canopy height model, building height, local climate zones
License/Data Use Agreement

CC BY 4.0

Table
Tree
Filter by
1 to 9 of 9 Files
README.md
Markdown Text - 11.7 KB
Published Jan 5, 2026
3 Downloads
MD5: 6346f26c3251c4a7ce344c3e96878efa
Preview "README.md"
localized_assessment_of_urban_forest_structures_with_3d_indicators_replication_static.html
code/HTML - 13.0 MB
Published Jan 5, 2026
0 Downloads
MD5: e4a736d0370277ad947314781ea41c98
localized_assessment_of_urban_forest_structures_with_3d_indicators_replication_workflow.ipynb
code/Jupyter Notebook - 97.4 KB
Published Jan 5, 2026
0 Downloads
MD5: f01b49df683ac3c3427973a340d57d58
amsterdam_3D_canopy_stats_lczv3_grid100m_lau2021_epsg28992.gpkg
data/3D_canopy_stats_lczv3_grid100m/Unknown - 5.7 MB
Published Jan 5, 2026
0 Downloads
MD5: e782c8f1d5e355fa45086a5548e65fee
berlin_3D_canopy_stats_lczv3_grid100m_urau2021_epsg25833.gpkg
data/3D_canopy_stats_lczv3_grid100m/Unknown - 23.9 MB
Published Jan 5, 2026
0 Downloads
MD5: f538b9f12ee3a9618a42f4bcd0ddb317
amsterdam_gwr_canopy_indicators_adaptive_bandwidth_12_bisquare_kernel.rds
data/app_a2_gwr_results/Unknown - 2.3 MB
Published Jan 5, 2026
0 Downloads
MD5: c432f0e01ab2c1a3569883afa11f119c
berlin_gwr_canopy_indicators_adaptive_bandwidth_12_bisquare_kernel.rds
data/app_a2_gwr_results/Unknown - 12.8 MB
Published Jan 5, 2026
0 Downloads
MD5: e24b2beb8da6e33edc150587f247d18d
lcz_2018_classcodes.csv
data/global_lcz_v3_classcodes/Comma Separated Values - 528 B
Published Jan 5, 2026
0 Downloads
MD5: f8bd7ffa3f5aa3e93f742f44e8d04846
Preview "data/global_lcz_v3_classcodes/lcz_2018_classcodes.csv"
urban_forest_3d_indicators_graphical_abstract.png
urban_forest_3d_indicators_graphical_abstract.png
other/PNG Image - 197.6 KB
Published Jan 5, 2026
0 Downloads
MD5: 01a360880370ce9510214be3938d551d
Preview "other/urban_forest_3d_indicators_graphical_abstract.png"
Edit File

This file has already been deleted (or replaced) in the current version. It may not be edited.

Restrict Access

Restricting limits access to published files. People who want to use the restricted files can request access by default. If you disable request access, you must add information about access to the Terms of Access field.

Learn about restricting files and dataset access in the User Guide.

Enable access request
You must enable request access or add terms of access to restrict file access.
Save Changes
Edit Embargo

The selected file or files have already been published. Contact an administrator to change the embargo date or reason of the file or files.
Edit Retention Period

The selected file or files have already been published. Contact an administrator to change the retention period date or reason of the file or files.
Delete Files

The file will be deleted after you click on the Delete button.

Files will not be removed from previously published versions of the dataset.

Select File(s)

Please select one or more files.

Share Dataset

Share this dataset on your favorite social media networks.

Continue
Dataset Citations

Citations for this dataset are retrieved from Crossref via DataCite using Make Data Count standards. For more information about dataset metrics, please refer to the User Guide.

Sorry, no citations were found.
Inaccessible Files Selected

The selected file(s) may not be downloaded because you have not been granted access or the file(s) have a retention period that has expired or the files can only be transferred via Globus.

You may request access to any restricted file(s) by clicking the Request Access button.

Ineligible Files Selected

The selected file(s) may not be transferred because you have not been granted access or the file(s) have a retention period that has expired or the files are not Globus accessible.

You may request access to any restricted file(s) by clicking the Request Access button.

Download Options

The files selected are too large to download as a ZIP.

You can select individual files that are below the 10.0 GB download limit from the files table, or use the Data Access API for programmatic access to the files.

Select File(s)

Please select a file or files to be downloaded.

Inaccessible Files Selected

The selected file(s) may not be downloaded because you have not been granted access or the file(s) have a retention period that has expired.

Click Continue to download the files you have access to download.

Ineligible Files Selected

Some file(s) cannot be transferred. (They are restricted, embargoed, with an expired retention period, or not Globus accessible.)

Click Continue to transfer the elligible files.

Delete Dataset

Are you sure you want to delete this dataset and all of its files? You cannot undelete this dataset.

Delete Draft Version

Are you sure you want to delete this draft version? Files will be reverted to the most recently published version. You cannot undelete this draft.

Unpublished Dataset Preview URL

Preview URL can only be used with unpublished versions of datasets.

Unpublished Dataset Preview URL

Are you sure you want to disable the Preview URL? If you have shared the Preview URL with others they will no longer be able to use it to access your unpublished dataset.

Delete Files

The file(s) will be deleted after you click on the Delete button.

Files will not be removed from previously published versions of the dataset.

Compute

This dataset contains restricted files you may not compute on because you have not been granted access.

Deaccession Dataset

Are you sure you want to deaccession? This is permanent and the selected version(s) will no longer be viewable by the public.

Deaccession Dataset

Are you sure you want to deaccession this dataset? This is permanent an it will no longer be viewable by the public.

Version Differences Details

Please select two versions to view the differences.

Version Differences Details
 
Version:
Last Updated:
Version:
Last Updated:
Select File(s)

Please select a file or files for access request.

Select File(s)

Embargoed files cannot be accessed. Please select an unembargoed file or files for your access request.

Edit Tags

Select existing file tags or create new tags to describe your files. Each file can have more than one tag.

Request Access

  You need to Sign Up or Log In to request access.

Dataset Terms

Please confirm and/or complete the information needed below in order to request access to files in this dataset.

This dataset is made available under the following terms. Please confirm and/or complete the information needed below in order to continue.

Our Community Norms as well as good scientific practices expect that proper credit is given via citation. Please use the data citation shown on the dataset page.

CC BY 4.0

Preview Guestbook

Upon downloading files the guestbook asks for the following information.

Account Information

Package File Download

Use the Download URL in a Wget command or a download manager to download this package file. Download via web browser is not recommended. User Guide - Downloading a Dataverse Package via URL

https://data.fdz.ioer.de/api/access/datafile/

Compute Batch
Clear Batch
Dataset Persistent Identifier Change Compute Batch
Compute Batch
Submit for Review

You will not be able to make changes to this dataset while it is in review.

Publish Dataset

Are you sure you want to republish this dataset?

Select if this is a minor or major version update.

Publish Dataset

This dataset cannot be published until IOER FDZ is published by its administrator.

Publish Dataset

This dataset cannot be published until IOER FDZ and ioerDATA are published.

Return to Author

Return this dataset to contributor for modification. The reason for return entered below will be sent by email to the author.

Curation Status History
StatusDateAssigner
2026-01-05 10:48:13Markus Münzinger
Final Approval2025-12-10 09:28:26Gongmingyue Tang
Returned to Author2025-11-18 12:01:21Gongmingyue Tang
Add/Edit a Version Note
Styled Citation