Articles | Volume 23, issue 10
https://doi.org/10.5194/hess-23-4233-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/hess-23-4233-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
River-ice and water velocities using the Planet optical cubesat constellation
Department of Geosciences, University of Oslo, Oslo, 0316, Norway
Bas Altena
Department of Geosciences, University of Oslo, Oslo, 0316, Norway
Joseph Mascaro
Planet, San Francisco, 94103, USA
Viewed
Total article views: 4,880 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 10 Apr 2019)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
3,026 | 1,777 | 77 | 4,880 | 87 | 86 |
- HTML: 3,026
- PDF: 1,777
- XML: 77
- Total: 4,880
- BibTeX: 87
- EndNote: 86
Total article views: 3,095 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 22 Oct 2019)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
2,134 | 890 | 71 | 3,095 | 79 | 77 |
- HTML: 2,134
- PDF: 890
- XML: 71
- Total: 3,095
- BibTeX: 79
- EndNote: 77
Total article views: 1,785 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 10 Apr 2019)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
892 | 887 | 6 | 1,785 | 8 | 9 |
- HTML: 892
- PDF: 887
- XML: 6
- Total: 1,785
- BibTeX: 8
- EndNote: 9
Viewed (geographical distribution)
Total article views: 4,880 (including HTML, PDF, and XML)
Thereof 4,027 with geography defined
and 853 with unknown origin.
Total article views: 3,095 (including HTML, PDF, and XML)
Thereof 2,786 with geography defined
and 309 with unknown origin.
Total article views: 1,785 (including HTML, PDF, and XML)
Thereof 1,241 with geography defined
and 544 with unknown origin.
Country | # | Views | % |
---|
Country | # | Views | % |
---|
Country | # | Views | % |
---|
Total: | 0 |
HTML: | 0 |
PDF: | 0 |
XML: | 0 |
- 1
1
Total: | 0 |
HTML: | 0 |
PDF: | 0 |
XML: | 0 |
- 1
1
Total: | 0 |
HTML: | 0 |
PDF: | 0 |
XML: | 0 |
- 1
1
Cited
41 citations as recorded by crossref.
- Satellite remote sensing of river discharge: a framework for assessing the accuracy of discharge estimates made from satellite remote sensing observations D. Bjerklie et al. 10.1117/1.JRS.17.014520
- The January 2018 to September 2019 surge of Shisper Glacier, Pakistan, detected from remote sensing observations I. Rashid et al. 10.1016/j.geomorph.2019.106957
- Potential and Limitation of PlanetScope Images for 2-D and 3-D Earth Surface Monitoring With Example of Applications to Glaciers and Earthquakes S. Aati et al. 10.1109/TGRS.2022.3215821
- A Technical Review of Planet Smallsat Data: Practical Considerations for Processing and Using PlanetScope Imagery A. Frazier & B. Hemingway 10.3390/rs13193930
- Design and Performance Analysis of a Constellation of Nanosatellites to Monitor Water Quality in the Southern Catchment of the Baltic Sea K. Kwapień et al. 10.3390/s23136192
- An Automated System to Monitor River Ice Conditions Using Visible Infrared Imaging Radiometer Suite Imagery M. Temimi et al. 10.3390/rs15204896
- Quantifying river ice movement through a combination of European satellite monitoring services B. Altena & A. Kääb 10.1016/j.jag.2021.102315
- Optimization of Optical Image Geometric Modeling, Application to Topography Extraction and Topographic Change Measurements Using PlanetScope and SkySat Imagery S. Aati & J. Avouac 10.3390/rs12203418
- A global analysis of the temporal availability of PlanetScope high spatial resolution multi-spectral imagery D. Roy et al. 10.1016/j.rse.2021.112586
- Local Scale (3-m) Soil Moisture Mapping Using SMAP and Planet SuperDove J. Du et al. 10.3390/rs14153812
- Surface Flow Velocities From Space: Particle Image Velocimetry of Satellite Video of a Large, Sediment-Laden River C. Legleiter & P. Kinzel 10.3389/frwa.2021.652213
- Detailed Mapping of Lava and Ash Deposits at Indonesian Volcanoes by Means of VHR PlanetScope Change Detection M. Rösch & S. Plank 10.3390/rs14051168
- Tracking slow-moving landslides with PlanetScope data: new perspectives on the satellite's perspective A. Mueting & B. Bookhagen 10.5194/esurf-12-1121-2024
- Automated Atmospheric Correction of Nanosatellites Using Coincident Ocean Color Radiometer Data S. McCarthy et al. 10.3390/jmse11030660
- Short-Term Variability in Alaska Ice-Marginal Lake Area: Implications for Long-Term Studies A. Hengst et al. 10.3390/rs13193955
- Bathymetry retrieval from CubeSat image sequences with short time lags M. Niroumand-Jadidi et al. 10.1016/j.jag.2022.102958
- Giant ice rings in southern Baikal: multi-satellite data help to study ice cover dynamics and eddies under ice A. Kouraev et al. 10.5194/tc-15-4501-2021
- Inventory and changes of rock glacier creep speeds in Ile Alatau and Kungöy Ala-Too, northern Tien Shan, since the 1950s A. Kääb et al. 10.5194/tc-15-927-2021
- Review of River Ice Observation and Data Analysis Technologies I. Zakharov et al. 10.3390/hydrology11080126
- Mapping Flash Flood Hazards in Arid Regions Using CubeSats Z. Wang & E. Vivoni 10.3390/rs14174218
- Mapping and characterizing Arctic beaded streams through high resolution satellite imagery M. Harlan et al. 10.1016/j.rse.2022.113378
- Satellite Video Remote Sensing for Estimation of River Discharge C. Masafu et al. 10.1029/2023GL105839
- Retreat of Machoi Glacier, Kashmir Himalaya between 1972 and 2019 using remote sensing methods and field observations I. Rashid et al. 10.1016/j.scitotenv.2021.147376
- The Ecology of River Ice A. Thellman et al. 10.1029/2021JG006275
- Mapping proglacial headwater streams in High Mountain Asia using PlanetScope imagery J. Flores et al. 10.1016/j.rse.2024.114124
- Considerations When Applying Large-Scale PIV and PTV for Determining River Flow Velocity M. Jolley et al. 10.3389/frwa.2021.709269
- Sharpening the Sentinel-2 10 and 20 m Bands to Planetscope-0 3 m Resolution Z. Li et al. 10.3390/rs12152406
- Glacial Lakes Mapping Using Multi Satellite PlanetScope Imagery and Deep Learning N. Qayyum et al. 10.3390/ijgi9100560
- First Earth-Imaging CubeSat with Harmonic Diffractive Lens N. Ivliev et al. 10.3390/rs14092230
- Remote sensing of laboratory rivers A. Leenman & B. Eaton 10.1002/esp.5577
- Rock glaciers across the United States predominantly accelerate coincident with rise in air temperatures A. Kääb & J. Røste 10.1038/s41467-024-52093-z
- River Ice Mapping from Landsat-8 OLI Top of Atmosphere Reflectance Data by Addressing Atmospheric Influences with Random Forest: A Case Study on the Han River in South Korea H. Han et al. 10.3390/rs16173187
- Monitoring Small Water Bodies Using High Spatial and Temporal Resolution Analysis Ready Datasets V. Perin et al. 10.3390/rs13245176
- Surface Displacement and Source Model Separation of the Two Strongest Earthquakes During the 2019 Ridgecrest Sequence: Insights From InSAR, GPS, and Optical Data L. He et al. 10.1029/2021JB022779
- Timing of Landsat Overpasses Effectively Captures Flow Conditions of Large Rivers G. Allen et al. 10.3390/rs12091510
- A 60-cm water body map obtained using aerial photography: Application to the Tama and Tsurumi rivers M. Watanabe & D. Yamazaki 10.3178/hrl.18.1
- Drone Surveying of Volumetric Ice Growth in a Steep River E. Rødtang et al. 10.3389/frsen.2021.767073
- Characterization of Planetscope-0 Planetscope-1 surface reflectance and normalized difference vegetation index continuity H. Huang & D. Roy 10.1016/j.srs.2021.100014
- Estimation of river flow using CubeSats remote sensing A. Junqueira et al. 10.1016/j.scitotenv.2021.147762
- Satellite Video Remote Sensing for Flood Model Validation C. Masafu & R. Williams 10.1029/2023WR034545
- Using Daily Observations from Planet Labs Satellite Imagery to Separate the Surface Deformation between the 4 July Mw 6.4 Foreshock and 5 July Mw 7.1 Mainshock during the 2019 Ridgecrest Earthquake Sequence C. Milliner & A. Donnellan 10.1785/0220190271
40 citations as recorded by crossref.
- Satellite remote sensing of river discharge: a framework for assessing the accuracy of discharge estimates made from satellite remote sensing observations D. Bjerklie et al. 10.1117/1.JRS.17.014520
- The January 2018 to September 2019 surge of Shisper Glacier, Pakistan, detected from remote sensing observations I. Rashid et al. 10.1016/j.geomorph.2019.106957
- Potential and Limitation of PlanetScope Images for 2-D and 3-D Earth Surface Monitoring With Example of Applications to Glaciers and Earthquakes S. Aati et al. 10.1109/TGRS.2022.3215821
- A Technical Review of Planet Smallsat Data: Practical Considerations for Processing and Using PlanetScope Imagery A. Frazier & B. Hemingway 10.3390/rs13193930
- Design and Performance Analysis of a Constellation of Nanosatellites to Monitor Water Quality in the Southern Catchment of the Baltic Sea K. Kwapień et al. 10.3390/s23136192
- An Automated System to Monitor River Ice Conditions Using Visible Infrared Imaging Radiometer Suite Imagery M. Temimi et al. 10.3390/rs15204896
- Quantifying river ice movement through a combination of European satellite monitoring services B. Altena & A. Kääb 10.1016/j.jag.2021.102315
- Optimization of Optical Image Geometric Modeling, Application to Topography Extraction and Topographic Change Measurements Using PlanetScope and SkySat Imagery S. Aati & J. Avouac 10.3390/rs12203418
- A global analysis of the temporal availability of PlanetScope high spatial resolution multi-spectral imagery D. Roy et al. 10.1016/j.rse.2021.112586
- Local Scale (3-m) Soil Moisture Mapping Using SMAP and Planet SuperDove J. Du et al. 10.3390/rs14153812
- Surface Flow Velocities From Space: Particle Image Velocimetry of Satellite Video of a Large, Sediment-Laden River C. Legleiter & P. Kinzel 10.3389/frwa.2021.652213
- Detailed Mapping of Lava and Ash Deposits at Indonesian Volcanoes by Means of VHR PlanetScope Change Detection M. Rösch & S. Plank 10.3390/rs14051168
- Tracking slow-moving landslides with PlanetScope data: new perspectives on the satellite's perspective A. Mueting & B. Bookhagen 10.5194/esurf-12-1121-2024
- Automated Atmospheric Correction of Nanosatellites Using Coincident Ocean Color Radiometer Data S. McCarthy et al. 10.3390/jmse11030660
- Short-Term Variability in Alaska Ice-Marginal Lake Area: Implications for Long-Term Studies A. Hengst et al. 10.3390/rs13193955
- Bathymetry retrieval from CubeSat image sequences with short time lags M. Niroumand-Jadidi et al. 10.1016/j.jag.2022.102958
- Giant ice rings in southern Baikal: multi-satellite data help to study ice cover dynamics and eddies under ice A. Kouraev et al. 10.5194/tc-15-4501-2021
- Inventory and changes of rock glacier creep speeds in Ile Alatau and Kungöy Ala-Too, northern Tien Shan, since the 1950s A. Kääb et al. 10.5194/tc-15-927-2021
- Review of River Ice Observation and Data Analysis Technologies I. Zakharov et al. 10.3390/hydrology11080126
- Mapping Flash Flood Hazards in Arid Regions Using CubeSats Z. Wang & E. Vivoni 10.3390/rs14174218
- Mapping and characterizing Arctic beaded streams through high resolution satellite imagery M. Harlan et al. 10.1016/j.rse.2022.113378
- Satellite Video Remote Sensing for Estimation of River Discharge C. Masafu et al. 10.1029/2023GL105839
- Retreat of Machoi Glacier, Kashmir Himalaya between 1972 and 2019 using remote sensing methods and field observations I. Rashid et al. 10.1016/j.scitotenv.2021.147376
- The Ecology of River Ice A. Thellman et al. 10.1029/2021JG006275
- Mapping proglacial headwater streams in High Mountain Asia using PlanetScope imagery J. Flores et al. 10.1016/j.rse.2024.114124
- Considerations When Applying Large-Scale PIV and PTV for Determining River Flow Velocity M. Jolley et al. 10.3389/frwa.2021.709269
- Sharpening the Sentinel-2 10 and 20 m Bands to Planetscope-0 3 m Resolution Z. Li et al. 10.3390/rs12152406
- Glacial Lakes Mapping Using Multi Satellite PlanetScope Imagery and Deep Learning N. Qayyum et al. 10.3390/ijgi9100560
- First Earth-Imaging CubeSat with Harmonic Diffractive Lens N. Ivliev et al. 10.3390/rs14092230
- Remote sensing of laboratory rivers A. Leenman & B. Eaton 10.1002/esp.5577
- Rock glaciers across the United States predominantly accelerate coincident with rise in air temperatures A. Kääb & J. Røste 10.1038/s41467-024-52093-z
- River Ice Mapping from Landsat-8 OLI Top of Atmosphere Reflectance Data by Addressing Atmospheric Influences with Random Forest: A Case Study on the Han River in South Korea H. Han et al. 10.3390/rs16173187
- Monitoring Small Water Bodies Using High Spatial and Temporal Resolution Analysis Ready Datasets V. Perin et al. 10.3390/rs13245176
- Surface Displacement and Source Model Separation of the Two Strongest Earthquakes During the 2019 Ridgecrest Sequence: Insights From InSAR, GPS, and Optical Data L. He et al. 10.1029/2021JB022779
- Timing of Landsat Overpasses Effectively Captures Flow Conditions of Large Rivers G. Allen et al. 10.3390/rs12091510
- A 60-cm water body map obtained using aerial photography: Application to the Tama and Tsurumi rivers M. Watanabe & D. Yamazaki 10.3178/hrl.18.1
- Drone Surveying of Volumetric Ice Growth in a Steep River E. Rødtang et al. 10.3389/frsen.2021.767073
- Characterization of Planetscope-0 Planetscope-1 surface reflectance and normalized difference vegetation index continuity H. Huang & D. Roy 10.1016/j.srs.2021.100014
- Estimation of river flow using CubeSats remote sensing A. Junqueira et al. 10.1016/j.scitotenv.2021.147762
- Satellite Video Remote Sensing for Flood Model Validation C. Masafu & R. Williams 10.1029/2023WR034545
Discussed (preprint)
Latest update: 07 Oct 2024
Short summary
Knowledge of water surface velocities in rivers is useful for understanding a wide range of processes and systems, but is difficult to measure over large reaches. Here, we present a novel method to exploit near-simultaneous imagery produced by the Planet cubesat constellation to track river ice floes and estimate water surface velocities. We demonstrate the method for a 60 km long reach of the Amur River and a 200 km long reach of the Yukon River.
Knowledge of water surface velocities in rivers is useful for understanding a wide range of...