References

Literature

Scientific References & Resources

Comprehensive collection of research papers, technical reports, datasets, and tools that support our UAV-based environmental monitoring research.

Publications & Research
Peer-reviewed papers, conference proceedings, and technical reports from our research team
  1. 1.Musungu, K., Dube, T., Smit, J., & Shoko, M. (2024). Using UAV multispectral photography to discriminate plant species in a seep wetland of the Fynbos Biome. Wetlands Ecology and Management, 32(2), 207–227. https://doi.org/10.1007/s11273-023-09971-y
  2. 2.Lewis, David, et al. (2009, May). Developing a Monitoring Program for Riparian Revegetation Projects. University of California Division of Agriculture and Natural Resources. ucanr.edu/sites/default/files/2024-02/393870.pdf
  3. 3.Munjiu, O., Toderas, I., & Andreev, N. (2022). GUIDANCE ON THE MONITORING OF WATER QUALITY AND ASSESSMENT OF THE ECOLOGICAL STATUS OF AQUATIC ECOSYSTEMS.
  4. 4.Martins, Julia. (2025, January 19). What Is Kanban? A Beginner’s Guide for Agile Teams [2025]. Asana. asana.com/resources/what-is-kanban
  5. 5.Radigan, Dan. (n.d.). Kanban: How the Kanban Methodology Applies to Software Development. Atlassian. Retrieved June 10, 2025, from www.atlassian.com/agile/kanban
Software & Tools
Key software applications and tools used in our research and data analysis

ArcGIS Pro

v3.2

Geographic Information System for spatial analysis and mapping

ArcGIS Online

v

Geographic Information System for cloud-based spatial analysis and mapping

QGIS

v3.34

Open-source Geographic Information System

Python

v3.11

Programming language for data analysis and machine learning

TypeScript

v4.9

Superset of JavaScript for building applications

Next.js

v14.4

React framework for building server-rendered applications

Leaflet

v

JavaScript library for interactive maps

Standards & Protocols
International standards and protocols followed in our research methodology

ISO 19115:2003 - Geographic Information Metadata

International standard for describing geographic information and services

Water Framework Directive (WFD)

European legislation for water quality assessment and management

LAWA (Länderarbeitsgemeinschaft Wasser)

RaKon Teil B – Arbeitspapier II: Hintergrund- und Orientierungswerte für physikalisch-chemische Qualitätskomponenten in Fließgewässern.