Measuring Floodplain Inundation Using Diel Amplitude of Temperature

Assessment of inundation patterns across large and remote floodplains is challenging and costly. Inexpensive loggers that record the damping of the diel amplitude of temperature (DAT) when submerged compared to overlying air can indirectly indicate inundation. We assessed the efficacy of this approa...

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Published inSensors (Basel, Switzerland) Vol. 20; no. 21; p. 6189
Main Authors Celi, Jorge E., Hamilton, Stephen K.
Format Journal Article
LanguageEnglish
Published Basel MDPI AG 30.10.2020
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Abstract Assessment of inundation patterns across large and remote floodplains is challenging and costly. Inexpensive loggers that record the damping of the diel amplitude of temperature (DAT) when submerged compared to overlying air can indirectly indicate inundation. We assessed the efficacy of this approach in tropical, subtropical, and temperate floodplains by comparing direct water level measurements using pressure transducers with the indirect indication of inundation ascertained from the DAT at the same location. The approach worked better in tropical than in subtropical and temperate floodplains. However, the relatively small DATs of air in humid and densely vegetated settings made estimation of inundation more challenging compared to the drier and less vegetated settings, where a large diel range of air temperature was markedly damped beneath the water. The indirect temperature approach must be calibrated for a particular ecosystem using direct water-level measurements to define DAT thresholds that are indicative of submergence of the sensors. Temperature provides an inexpensive indicator of duration of inundation that can be particularly useful in studies of large and remote floodplains, although the development of inexpensive sensors that directly measure submergence (e.g., by resistivity) will likely become a better option in the future.
AbstractList Assessment of inundation patterns across large and remote floodplains is challenging and costly. Inexpensive loggers that record the damping of the diel amplitude of temperature (DAT) when submerged compared to overlying air can indirectly indicate inundation. We assessed the efficacy of this approach in tropical, subtropical, and temperate floodplains by comparing direct water level measurements using pressure transducers with the indirect indication of inundation ascertained from the DAT at the same location. The approach worked better in tropical than in subtropical and temperate floodplains. However, the relatively small DATs of air in humid and densely vegetated settings made estimation of inundation more challenging compared to the drier and less vegetated settings, where a large diel range of air temperature was markedly damped beneath the water. The indirect temperature approach must be calibrated for a particular ecosystem using direct water-level measurements to define DAT thresholds that are indicative of submergence of the sensors. Temperature provides an inexpensive indicator of duration of inundation that can be particularly useful in studies of large and remote floodplains, although the development of inexpensive sensors that directly measure submergence (e.g., by resistivity) will likely become a better option in the future.
Assessment of inundation patterns across large and remote floodplains is challenging and costly. Inexpensive loggers that record the damping of the diel amplitude of temperature (DAT) when submerged compared to overlying air can indirectly indicate inundation. We assessed the efficacy of this approach in tropical, subtropical, and temperate floodplains by comparing direct water level measurements using pressure transducers with the indirect indication of inundation ascertained from the DAT at the same location. The approach worked better in tropical than in subtropical and temperate floodplains. However, the relatively small DATs of air in humid and densely vegetated settings made estimation of inundation more challenging compared to the drier and less vegetated settings, where a large diel range of air temperature was markedly damped beneath the water. The indirect temperature approach must be calibrated for a particular ecosystem using direct water-level measurements to define DAT thresholds that are indicative of submergence of the sensors. Temperature provides an inexpensive indicator of duration of inundation that can be particularly useful in studies of large and remote floodplains, although the development of inexpensive sensors that directly measure submergence (e.g., by resistivity) will likely become a better option in the future.Assessment of inundation patterns across large and remote floodplains is challenging and costly. Inexpensive loggers that record the damping of the diel amplitude of temperature (DAT) when submerged compared to overlying air can indirectly indicate inundation. We assessed the efficacy of this approach in tropical, subtropical, and temperate floodplains by comparing direct water level measurements using pressure transducers with the indirect indication of inundation ascertained from the DAT at the same location. The approach worked better in tropical than in subtropical and temperate floodplains. However, the relatively small DATs of air in humid and densely vegetated settings made estimation of inundation more challenging compared to the drier and less vegetated settings, where a large diel range of air temperature was markedly damped beneath the water. The indirect temperature approach must be calibrated for a particular ecosystem using direct water-level measurements to define DAT thresholds that are indicative of submergence of the sensors. Temperature provides an inexpensive indicator of duration of inundation that can be particularly useful in studies of large and remote floodplains, although the development of inexpensive sensors that directly measure submergence (e.g., by resistivity) will likely become a better option in the future.
Author Hamilton, Stephen K.
Celi, Jorge E.
AuthorAffiliation 1 Grupo de Investigación de Recursos Hídricos y Acuáticos, Universidad Regional Amazónica Ikiam, Tena 150150, Ecuador; jorge.celi@ikiam.edu.ec
2 Department of Integrative Biology and Kellogg Biological Station, Michigan State University, Hickory Corners, MI 49060, USA
3 Cary Institute of Ecosystem Studies, Millbrook, New York, NY 12545, USA
AuthorAffiliation_xml – name: 3 Cary Institute of Ecosystem Studies, Millbrook, New York, NY 12545, USA
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Cites_doi 10.1002/eco.1270
10.1029/2001GL012962
10.1002/2013WR015158
10.1016/j.jhydrol.2020.124808
10.1080/17445647.2020.1717654
10.1672/0277-5212(2004)024[0219:APATMW]2.0.CO;2
10.1111/j.1523-1739.2008.01063.x
10.1029/2006RG000197
10.1002/hyp.5861
10.1016/j.jhydrol.2012.12.037
10.1071/MF12114
10.1641/0006-3568(2000)050[0681:EDOTOF]2.0.CO;2
10.1016/j.agrformet.2020.108079
10.1016/j.rse.2011.08.015
10.1002/esp.1914
10.1007/978-90-481-8725-6
10.1016/j.jhydrol.2009.05.001
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References Ward (ref_12) 2012; 6
Alsdorf (ref_13) 2001; 28
Danielsen (ref_7) 2009; 23
Nezval (ref_18) 2020; 291
Conly (ref_5) 2004; 24
Jung (ref_14) 2010; 35
Lewis (ref_4) 2000; 50
Greswell (ref_6) 2009; 373
Gennai (ref_10) 2020; 16
ref_3
Chapin (ref_19) 2014; 50
Junk (ref_2) 1989; 106
ref_16
Hubbart (ref_20) 2005; 19
ref_9
ref_8
Pettit (ref_17) 2012; 63
Likens (ref_1) 2009; Volume 3
Lee (ref_11) 2011; 115
Poncos (ref_15) 2013; 482
References_xml – volume: 6
  start-page: 312
  year: 2012
  ident: ref_12
  article-title: Assessing the seasonal dynamics of inundation, turbidity, and aquatic vegetation in the Australian wet-dry tropics using optical remote sensing
  publication-title: Ecohydrology
  doi: 10.1002/eco.1270
– volume: 28
  start-page: 2671
  year: 2001
  ident: ref_13
  article-title: Water level changes in a large Amazon lake measured with spaceborne radar interferometry and altimetry
  publication-title: Geophys. Res. Lett.
  doi: 10.1029/2001GL012962
– ident: ref_3
– volume: 50
  start-page: 6542
  year: 2014
  ident: ref_19
  article-title: Robust, low-cost data loggers for stream temperature, flow intermittency, and relative conductivity monitoring
  publication-title: Water Resour. Res.
  doi: 10.1002/2013WR015158
– ident: ref_16
  doi: 10.1016/j.jhydrol.2020.124808
– volume: 16
  start-page: 179
  year: 2020
  ident: ref_10
  article-title: The Floodplain Woods of Tuscany
  publication-title: J. Maps
  doi: 10.1080/17445647.2020.1717654
– volume: 24
  start-page: 219
  year: 2004
  ident: ref_5
  article-title: A practical approach to monitoring water levels in Prairie wetlands
  publication-title: Wetlands
  doi: 10.1672/0277-5212(2004)024[0219:APATMW]2.0.CO;2
– volume: 23
  start-page: 31
  year: 2009
  ident: ref_7
  article-title: Local Participation in Natural Resource Monitoring: A Characterization of Approaches
  publication-title: Conserv. Biol.
  doi: 10.1111/j.1523-1739.2008.01063.x
– ident: ref_8
  doi: 10.1029/2006RG000197
– volume: 19
  start-page: 1517
  year: 2005
  ident: ref_20
  article-title: Evaluation of a low-cost temperature measurement system for environmental applications
  publication-title: Hydrol. Process.
  doi: 10.1002/hyp.5861
– volume: 482
  start-page: 79
  year: 2013
  ident: ref_15
  article-title: A new insight on the water level dynamics of the Danube Delta using a high spatial density of SAR measurements
  publication-title: J. Hydrol.
  doi: 10.1016/j.jhydrol.2012.12.037
– volume: 63
  start-page: 788
  year: 2012
  ident: ref_17
  article-title: Seasonal changes in water quality and macrophytes and the impact of cattle on tropical floodplain waterholes
  publication-title: Mar. Freshw. Res.
  doi: 10.1071/MF12114
– volume: 50
  start-page: 681
  year: 2000
  ident: ref_4
  article-title: Ecological determinism on the Orinoco floodplain
  publication-title: BioScience
  doi: 10.1641/0006-3568(2000)050[0681:EDOTOF]2.0.CO;2
– volume: 291
  start-page: 108079
  year: 2020
  ident: ref_18
  article-title: Comparison of traditional ground-based observations and digital remote sensing of phenological transitions in a floodplain forest
  publication-title: Agric. For. Meteorol.
  doi: 10.1016/j.agrformet.2020.108079
– volume: 115
  start-page: 3530
  year: 2011
  ident: ref_11
  article-title: Characterization of terrestrial water dynamics in the Congo Basin using GRACE and satellite radar altimetry
  publication-title: Remote Sens. Environ.
  doi: 10.1016/j.rse.2011.08.015
– volume: 35
  start-page: 294
  year: 2010
  ident: ref_14
  article-title: Characterization of complex fluvial systems using remote sensing of spatial and temporal water level variations in the Amazon, Congo, and Brahmaputra Rivers
  publication-title: Earth Surf. Process. Landf.
  doi: 10.1002/esp.1914
– volume: 106
  start-page: 110
  year: 1989
  ident: ref_2
  article-title: The flood pulse concept in river-floodplain-systems
  publication-title: Can. Spec. Publ. Fish. Aquat. Sci.
– ident: ref_9
  doi: 10.1007/978-90-481-8725-6
– volume: Volume 3
  start-page: 378
  year: 2009
  ident: ref_1
  article-title: Flood Plains
  publication-title: Encyclopedia of Inland Waters
– volume: 373
  start-page: 416
  year: 2009
  ident: ref_6
  article-title: The design and application of an inexpensive pressure monitoring system for shallow water level measurement, tensiometry and piezometry
  publication-title: J. Hydrol.
  doi: 10.1016/j.jhydrol.2009.05.001
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Snippet Assessment of inundation patterns across large and remote floodplains is challenging and costly. Inexpensive loggers that record the damping of the diel...
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SubjectTerms Atmospheric pressure
ecohydrology
floodplains
Floods
Hydrology
inundation
Letter
Phenology
Pressure transducers
Remote sensing
Rivers
Sensors
Vegetation
water temperature
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Title Measuring Floodplain Inundation Using Diel Amplitude of Temperature
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