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The future of Earth observation in hydrology

Matthew F McCabe, Matthew Rodell, Douglas E Alsdorf, Diego Gonzalez Miralles UGent, Remko Uijlenhoet, Wolfgang Wagner, Arko Lucieer, Rasmus Houborg, Niko Verhoest UGent, Trenton E Franz, et al. (2017) HYDROLOGY AND EARTH SYSTEM SCIENCES. 21(7). p.3879-3914
abstract
In just the past 5 years, the field of Earth observation has progressed beyond the offerings of conventional space-agency-based platforms to include a plethora of sensing opportunities afforded by CubeSats, unmanned aerial vehicles (UAVs), and smartphone technologies that are being embraced by both for-profit companies and individual researchers. Over the previous decades, space agency efforts have brought forth well-known and immensely useful satellites such as the Landsat series and the Gravity Research and Climate Experiment (GRACE) system, with costs typically of the order of 1 billion dollars per satellite and with concept-to-launch timelines of the order of 2 decades (for new missions). More recently, the proliferation of smart-phones has helped to miniaturize sensors and energy requirements, facilitating advances in the use of CubeSats that can be launched by the dozens, while providing ultra-high (3-5 m) resolution sensing of the Earth on a daily basis. Start-up companies that did not exist a decade ago now operate more satellites in orbit than any space agency, and at costs that are a mere fraction of traditional satellite missions. With these advances come new space-borne measurements, such as real-time high-definition video for tracking air pollution, storm-cell development, flood propagation, precipitation monitoring, or even for constructing digital surfaces using structure-from-motion techniques. Closer to the surface, measurements from small unmanned drones and tethered balloons have mapped snow depths, floods, and estimated evaporation at sub-metre resolutions, pushing back on spatio-temporal constraints and delivering new process insights. At ground level, precipitation has been measured using signal attenuation between antennae mounted on cell phone towers, while the proliferation of mobile devices has enabled citizen scientists to catalogue photos of environmental conditions, estimate daily average temperatures from battery state, and sense other hydrologically important variables such as channel depths using commercially available wireless devices. Global internet access is being pursued via high-altitude balloons, solar planes, and hundreds of planned satellite launches, providing a means to exploit the "internet of things" as an entirely new measurement domain. Such global access will enable real-time collection of data from billions of smartphones or from remote research platforms. This future will produce petabytes of data that can only be accessed via cloud storage and will require new analytical approaches to interpret. The extent to which today's hydrologic models can usefully ingest such massive data volumes is unclear. Nor is it clear whether this deluge of data will be usefully exploited, either because the measurements are superfluous, inconsistent, not accurate enough, or simply because we lack the capacity to process and analyse them. What is apparent is that the tools and techniques afforded by this array of novel and game-changing sensing platforms present our community with a unique opportunity to develop new insights that advance fundamental aspects of the hydrological sciences. To accomplish this will require more than just an application of the technology: in some cases, it will demand a radical rethink on how we utilize and exploit these new observing systems.
Please use this url to cite or link to this publication:
author
organization
year
type
journalArticle (original)
publication status
published
subject
keyword
SOIL-MOISTURE RETRIEVALS, LAND-SURFACE MODEL, CELLULAR TELECOMMUNICATION NETWORKS, COUNTRYWIDE RAINFALL MAPS, REMOTELY-SENSED DATA, AERIAL VEHICLE UAV, RAY NEUTRON PROBES, TERRESTRIAL EVAPORATION, CLIMATE-CHANGE, WATER STORAGE
journal title
HYDROLOGY AND EARTH SYSTEM SCIENCES
Hydrol. Earth Syst. Sci.
volume
21
issue
7
pages
3879 - 3914
Web of Science type
Article
Web of Science id
000406660700002
ISSN
1027-5606
1607-7938
DOI
10.5194/hess-21-3879-2017
language
English
UGent publication?
yes
classification
A1
copyright statement
I have retained and own the full copyright for this publication
id
8528940
handle
http://hdl.handle.net/1854/LU-8528940
date created
2017-08-17 08:00:15
date last changed
2018-01-17 15:38:31
@article{8528940,
  abstract     = {In just the past 5 years, the field of Earth observation has progressed beyond the offerings of conventional space-agency-based platforms to include a plethora of sensing opportunities afforded by CubeSats, unmanned aerial vehicles (UAVs), and smartphone technologies that are being embraced by both for-profit companies and individual researchers. Over the previous decades, space agency efforts have brought forth well-known and immensely useful satellites such as the Landsat series and the Gravity Research and Climate Experiment (GRACE) system, with costs typically of the order of 1 billion dollars per satellite and with concept-to-launch timelines of the order of 2 decades (for new missions). More recently, the proliferation of smart-phones has helped to miniaturize sensors and energy requirements, facilitating advances in the use of CubeSats that can be launched by the dozens, while providing ultra-high (3-5 m) resolution sensing of the Earth on a daily basis. Start-up companies that did not exist a decade ago now operate more satellites in orbit than any space agency, and at costs that are a mere fraction of traditional satellite missions. With these advances come new space-borne measurements, such as real-time high-definition video for tracking air pollution, storm-cell development, flood propagation, precipitation monitoring, or even for constructing digital surfaces using structure-from-motion techniques. Closer to the surface, measurements from small unmanned drones and tethered balloons have mapped snow depths, floods, and estimated evaporation at sub-metre resolutions, pushing back on spatio-temporal constraints and delivering new process insights. At ground level, precipitation has been measured using signal attenuation between antennae mounted on cell phone towers, while the proliferation of mobile devices has enabled citizen scientists to catalogue photos of environmental conditions, estimate daily average temperatures from battery state, and sense other hydrologically important variables such as channel depths using commercially available wireless devices. Global internet access is being pursued via high-altitude balloons, solar planes, and hundreds of planned satellite launches, providing a means to exploit the {\textacutedbl}internet of things{\textacutedbl} as an entirely new measurement domain. Such global access will enable real-time collection of data from billions of smartphones or from remote research platforms. This future will produce petabytes of data that can only be accessed via cloud storage and will require new analytical approaches to interpret. The extent to which today's hydrologic models can usefully ingest such massive data volumes is unclear. Nor is it clear whether this deluge of data will be usefully exploited, either because the measurements are superfluous, inconsistent, not accurate enough, or simply because we lack the capacity to process and analyse them. What is apparent is that the tools and techniques afforded by this array of novel and game-changing sensing platforms present our community with a unique opportunity to develop new insights that advance fundamental aspects of the hydrological sciences. To accomplish this will require more than just an application of the technology: in some cases, it will demand a radical rethink on how we utilize and exploit these new observing systems.},
  author       = {McCabe, Matthew F and Rodell, Matthew and Alsdorf, Douglas E and Gonzalez Miralles, Diego and Uijlenhoet, Remko and Wagner, Wolfgang and Lucieer, Arko and Houborg, Rasmus and Verhoest, Niko and Franz, Trenton E and Shi, Jiancheng and Gao, Huilin and Wood, Eric F},
  issn         = {1027-5606},
  journal      = {HYDROLOGY AND EARTH SYSTEM SCIENCES},
  keyword      = {SOIL-MOISTURE RETRIEVALS,LAND-SURFACE MODEL,CELLULAR TELECOMMUNICATION NETWORKS,COUNTRYWIDE RAINFALL MAPS,REMOTELY-SENSED DATA,AERIAL VEHICLE UAV,RAY NEUTRON PROBES,TERRESTRIAL EVAPORATION,CLIMATE-CHANGE,WATER STORAGE},
  language     = {eng},
  number       = {7},
  pages        = {3879--3914},
  title        = {The future of Earth observation in hydrology},
  url          = {http://dx.doi.org/10.5194/hess-21-3879-2017},
  volume       = {21},
  year         = {2017},
}

Chicago
McCabe, Matthew F, Matthew Rodell, Douglas E Alsdorf, Diego Gonzalez Miralles, Remko Uijlenhoet, Wolfgang Wagner, Arko Lucieer, et al. 2017. “The Future of Earth Observation in Hydrology.” Hydrology and Earth System Sciences 21 (7): 3879–3914.
APA
McCabe, M. F., Rodell, M., Alsdorf, D. E., Gonzalez Miralles, D., Uijlenhoet, R., Wagner, W., Lucieer, A., et al. (2017). The future of Earth observation in hydrology. HYDROLOGY AND EARTH SYSTEM SCIENCES, 21(7), 3879–3914.
Vancouver
1.
McCabe MF, Rodell M, Alsdorf DE, Gonzalez Miralles D, Uijlenhoet R, Wagner W, et al. The future of Earth observation in hydrology. HYDROLOGY AND EARTH SYSTEM SCIENCES. 2017;21(7):3879–914.
MLA
McCabe, Matthew F, Matthew Rodell, Douglas E Alsdorf, et al. “The Future of Earth Observation in Hydrology.” HYDROLOGY AND EARTH SYSTEM SCIENCES 21.7 (2017): 3879–3914. Print.