Klein, Igor and van der Woude, Sietse and Schwarzenbacher, Frederic and Eisfelder, Christina and Uereyen, Soner and Hoeser, Thorsten and Sogno, Patrick and Kuenzer, Claudia (2022) The hazard of locust outbreaks - Examples from EO to support locust management. ESA Living Planet Symposium, 2022-05-23 - 2022-05-27, Bonn, Germany.
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Abstract
The goal of this research was to explore whether ecological niche modelling (ENM) and a habitat suitability index (HSI) model can be combined to refine results for actual breeding areas of three different locust pests. With the application of ENM as part of HSI, the information value based on climatic and soil preference components defining locust species’ ecological niche are maintained. In addition, up to date land surface parameters, vegetation development and other species relevant environmental parameters were incorporated in the HSI model. Moreover, human interaction and actual land surface dynamics play a crucial role for locust outbreaks and influence and define suitable breeding areas. Therefore, modelling based only on climatic and edaphic variables provides only the ecological niche of a species without considering actual changes of the landscape or situation. Here, we demonstrated a way to account for this issue by implementing different variables derived from Sentinel-2 time-series analysis, which describe the actual state of the land and in this way further narrow suitable breeding areas within an HSI model. The presented approach for mapping egg-pod incubation and breeding suitability was tested for Italian locust in Pavlodar oblast (Kazakhstan), for Moroccan locust in Turkistan oblast (Kazakhstan), and for desert locust in the Awash river basin (Ethiopia, Djibouti, Somalia).
| Item URL in elib: | https://elib.dlr.de/186628/ | ||||||||||||||||||||||||||||||||||||
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| Document Type: | Conference or Workshop Item (Poster) | ||||||||||||||||||||||||||||||||||||
| Title: | The hazard of locust outbreaks - Examples from EO to support locust management | ||||||||||||||||||||||||||||||||||||
| Authors: |
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| Date: | 27 May 2022 | ||||||||||||||||||||||||||||||||||||
| Refereed publication: | No | ||||||||||||||||||||||||||||||||||||
| Open Access: | Yes | ||||||||||||||||||||||||||||||||||||
| Gold Open Access: | No | ||||||||||||||||||||||||||||||||||||
| In SCOPUS: | No | ||||||||||||||||||||||||||||||||||||
| In ISI Web of Science: | No | ||||||||||||||||||||||||||||||||||||
| Page Range: | p. 1 | ||||||||||||||||||||||||||||||||||||
| Status: | Published | ||||||||||||||||||||||||||||||||||||
| Keywords: | locust breeding habitat, incubation of egg-pods, ecological niche model, habitat suitability index, remote sensing, sentinel-2, locust monitoring | ||||||||||||||||||||||||||||||||||||
| Event Title: | ESA Living Planet Symposium | ||||||||||||||||||||||||||||||||||||
| Event Location: | Bonn, Germany | ||||||||||||||||||||||||||||||||||||
| Event Type: | international Conference | ||||||||||||||||||||||||||||||||||||
| Event Start Date: | 23 May 2022 | ||||||||||||||||||||||||||||||||||||
| Event End Date: | 27 May 2022 | ||||||||||||||||||||||||||||||||||||
| HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||||||||||||||||||||||||||
| HGF - Program: | Space | ||||||||||||||||||||||||||||||||||||
| HGF - Program Themes: | Earth Observation | ||||||||||||||||||||||||||||||||||||
| DLR - Research area: | Raumfahrt | ||||||||||||||||||||||||||||||||||||
| DLR - Program: | R EO - Earth Observation | ||||||||||||||||||||||||||||||||||||
| DLR - Research theme (Project): | R - Remote Sensing and Geo Research | ||||||||||||||||||||||||||||||||||||
| Location: | Oberpfaffenhofen | ||||||||||||||||||||||||||||||||||||
| Institutes and Institutions: | German Remote Sensing Data Center > Land Surface Dynamics | ||||||||||||||||||||||||||||||||||||
| Deposited By: | Klein, Igor | ||||||||||||||||||||||||||||||||||||
| Deposited On: | 27 Jun 2022 09:19 | ||||||||||||||||||||||||||||||||||||
| Last Modified: | 24 Apr 2024 20:47 |
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