Take a photo of the river! Assessing the feasibility of using Google Street View images as source materials for assessing river hydromorphology

• River management requires hydromorphological status assessment and monitoring. • We analyzed the hydromorphological status of rivers using Google Street View products. • We compared the results with field-based hydromorphological status assessment. • No significant differences were found between the remote and field-based evaluation. • Google Street View provides useful data in the river habitat survey assessment. Recently developed documentation technologies in the science of aquatic ecosystems can provide a large volume of new data. Some sets of documentary data, although developed for a different purpose, can be used to increase the effectiveness of water management and possibly help to better protect riverscapes. Such a source of data is riverscape photos can be used to assess the state of the river environment. In our article, we attempted to assess the hydromorphological condition of rivers based on available riverscape photos in Google Street View (GSV). In accordance with the River Habitat Survey protocol, one of the classic methods of assessing the hydromorphological condition implemented worldwide, we assessed the parameters of the hydromorphological condition of 60 stretches of selected Polish rivers located in different regions of the country, having specific and different physiographic features (slope, flow velocity, discharge, degree of modification). Then, based on available multimedia materials (GSV photos), we independently assessed the same parameters affecting the class of the hydromorphological condition of rivers and performed a comparative statistical analysis. No statistically significant difference between the assessment of the hydromorphological river status using the standard RHS field protocol and the assessment using GSV (p values of the Wilcoxon Signed-Rank Test 0.19 – 0.98). Although the results require further verification on larger data sets, we see significant potential for using GSV in supplementing field methods of river hydromorphology assessment with this data. We postulate that in the absence of field analyses and with the availability of GSV materials or other photographic materials from rivers (e.g., citizen science), a reliable assessment of the hydromorphological state of rivers can still be made.

Authors

Institutions

Publication Details

Journal
International Journal of Applied Earth Observation and Geoinformation
Published
2025-11-20
DOI
https://doi.org/10.1016/j.jag.2025.104972
Primary Topic
Hydrology and Sediment Transport Processes
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Take a photo of the river! Assessing the feasibility of using Google Street View images as source materials for assessing river hydromorphology

Krzysztof Szoszkiewicz, Paweł Marcinkowski, Piotr Zieliński, Mateusz Grygoruk et al.
International Journal of Applied Earth Observation and Geoinformation
Hydrology and Sediment Transport Processes
article

Take a photo of the river! Assessing the feasibility of using Google Street View images as source materials for assessing river hydromorphology

Krzysztof Szoszkiewicz, Paweł Marcinkowski, Piotr Zieliński, Mateusz Grygoruk, Szymon Jusik, Daniel Gebler, Marek Giełczewski
article en

Abstract

• River management requires hydromorphological status assessment and monitoring. • We analyzed the hydromorphological status of rivers using Google Street View products. • We compared the results with field-based hydromorphological status assessment. • No significant differences were found between the remote and field-based evaluation. • Google Street View provides useful data in the river habitat survey assessment. Recently developed documentation technologies in the science of aquatic ecosystems can provide a large volume of new data. Some sets of documentary data, although developed for a different purpose, can be used to increase the effectiveness of water management and possibly help to better protect riverscapes. Such a source of data is riverscape photos can be used to assess the state of the river environment. In our article, we attempted to assess the hydromorphological condition of rivers based on available riverscape photos in Google Street View (GSV). In accordance with the River Habitat Survey protocol, one of the classic methods of assessing the hydromorphological condition implemented worldwide, we assessed the parameters of the hydromorphological condition of 60 stretches of selected Polish rivers located in different regions of the country, having specific and different physiographic features (slope, flow velocity, discharge, degree of modification). Then, based on available multimedia materials (GSV photos), we independently assessed the same parameters affecting the class of the hydromorphological condition of rivers and performed a comparative statistical analysis. No statistically significant difference between the assessment of the hydromorphological river status using the standard RHS field protocol and the assessment using GSV (p values of the Wilcoxon Signed-Rank Test 0.19 – 0.98). Although the results require further verification on larger data sets, we see significant potential for using GSV in supplementing field methods of river hydromorphology assessment with this data. We postulate that in the absence of field analyses and with the availability of GSV materials or other photographic materials from rivers (e.g., citizen science), a reliable assessment of the hydromorphological state of rivers can still be made.

International Journal of Applied Earth Observation and GeoinformationVol. 145
Warsaw University of Life Sciences (PL), University of Białystok (PL), Institute of Meteorology and Water Management (PL), University of Life Sciences in Poznań (PL)
Openalex Percentile: Top 66%
Hydrology and Sediment Transport Processes
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.