Articles | Volume 20, issue 4
https://doi.org/10.5194/hess-20-1523-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/hess-20-1523-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Mapping evapotranspiration with high-resolution aircraft imagery over vineyards using one- and two-source modeling schemes
Ting Xia
Department of Hydraulic Engineering, Tsinghua University, Beijing, 100084, China
USDA-ARS, Hydrology and Remote Sensing Laboratory, Beltsville, MD, USA
William P. Kustas
CORRESPONDING AUTHOR
USDA-ARS, Hydrology and Remote Sensing Laboratory, Beltsville, MD, USA
Martha C. Anderson
USDA-ARS, Hydrology and Remote Sensing Laboratory, Beltsville, MD, USA
Joseph G. Alfieri
USDA-ARS, Hydrology and Remote Sensing Laboratory, Beltsville, MD, USA
Feng Gao
USDA-ARS, Hydrology and Remote Sensing Laboratory, Beltsville, MD, USA
Lynn McKee
USDA-ARS, Hydrology and Remote Sensing Laboratory, Beltsville, MD, USA
John H. Prueger
USDA-ARS, National Laboratory for Agriculture and the Environment, Ames, IA, USA
Hatim M. E. Geli
Department of Civil and Environmental Engineering, Utah State University, Logan, UT, USA
Christopher M. U. Neale
Robert B. Daugherty Water for Food Institute, University of Nebraska-Lincoln, Lincoln, NE, USA
Luis Sanchez
E. & J. Gallo Winery, Viticulture, Chemistry and Enology, Modesto, CA 95353, USA
Maria Mar Alsina
E. & J. Gallo Winery, Viticulture, Chemistry and Enology, Modesto, CA 95353, USA
Zhongjing Wang
Department of Hydraulic Engineering, Tsinghua University, Beijing, 100084, China
State Key Laboratory of Hydro-Science and Engineering, Tsinghua University, Beijing, 100084, China
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71 citations as recorded by crossref.
- Evaluation of soil resistance formulations for estimates of sensible heat flux in a desert vineyard Y. Li et al. 10.1016/j.agrformet.2018.06.019
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- Combination of multispectral imagery, environmental data and thermography for on-the-go monitoring of the grapevine water status in commercial vineyards M. Diago et al. 10.1016/j.eja.2022.126586
- Using high-spatiotemporal thermal satellite ET retrievals to monitor water use over California vineyards of different climate, vine variety and trellis design K. Knipper et al. 10.1016/j.agwat.2020.106361
- Evapotranspiration estimates derived using thermal-based satellite remote sensing and data fusion for irrigation management in California vineyards K. Knipper et al. 10.1007/s00271-018-0591-y
- Time-series clustering of remote sensing retrievals for defining management zones in a vineyard N. Ohana-Levi et al. 10.1007/s00271-021-00752-0
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- High-Resolution Spatiotemporal Water Use Mapping of Surface and Direct-Root-Zone Drip-Irrigated Grapevines Using UAS-Based Thermal and Multispectral Remote Sensing A. Chandel et al. 10.3390/rs13050954
- Remote Sensing Energy Balance Model for the Assessment of Crop Evapotranspiration and Water Status in an Almond Rootstock Collection J. Bellvert et al. 10.3389/fpls.2021.608967
- Is the Subsurface Drip the Most Sustainable Irrigation System for Almond Orchards in Water-Scarce Areas? F. Montoya et al. 10.3390/agronomy12081778
- Assessment of the clumped model to estimate olive orchard evapotranspiration using meteorological data and UAV-based thermal infrared imagery C. Riveros-Burgos et al. 10.1007/s00271-020-00716-w
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- Lysimeter assessment of the Simplified Two-Source Energy Balance model and eddy covariance system to estimate vineyard evapotranspiration J. Sánchez et al. 10.1016/j.agrformet.2019.05.006
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- A novel model to estimate sensible heat fluxes in urban areas using satellite-derived data G. Rios & P. Ramamurthy 10.1016/j.rse.2021.112880
- Performance of the improved two-source energy balance model for estimating evapotranspiration over the heterogeneous surface J. Feng et al. 10.1016/j.agwat.2023.108159
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- Assessing Daily Evapotranspiration Methodologies from One-Time-of-Day sUAS and EC Information in the GRAPEX Project A. Nassar et al. 10.3390/rs13152887
- Using on-the-ground surface energy balance to monitor vine water status and evapotranspiration under deficit irrigation and rainfed conditions F. Valentín et al. 10.1016/j.agwat.2023.108240
- Estimation of turbulent fluxes over almond orchards using high-resolution aerial imagery with one and two-source energy balance models S. Peddinti & I. Kisekka 10.1016/j.agwat.2022.107671
- Decreased latency in landsat-derived land surface temperature products: A case for near-real-time evapotranspiration estimation in California K. Knipper et al. 10.1016/j.agwat.2023.108316
- Spatial estimation of actual evapotranspiration over irrigated turfgrass using sUAS thermal and multispectral imagery and TSEB model K. Meza et al. 10.1007/s00271-023-00899-y
- The Grape Remote Sensing Atmospheric Profile and Evapotranspiration Experiment W. Kustas et al. 10.1175/BAMS-D-16-0244.1
- Feasibility of Using the Two-Source Energy Balance Model (TSEB) with Sentinel-2 and Sentinel-3 Images to Analyze the Spatio-Temporal Variability of Vine Water Status in a Vineyard J. Bellvert et al. 10.3390/rs12142299
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- Evapotranspiration measurements in pasture, crops, and native Brazilian Cerrado based on UAV-borne multispectral sensor G. de Lima et al. 10.1007/s10661-024-13224-7
- Evaluation of TSEB turbulent fluxes using different methods for the retrieval of soil and canopy component temperatures from UAV thermal and multispectral imagery H. Nieto et al. 10.1007/s00271-018-0585-9
- Estimation of Evaporation and Drought Stress of Pistachio Plant Using UAV Multispectral Images and a Surface Energy Balance Approach H. Khormizi et al. 10.3390/horticulturae10050515
- Evaluating unoccupied aerial systems (UAS) imagery as an alternative tool towards cotton-based management zones G. Rouze et al. 10.1007/s11119-021-09816-9
- Determining grapevine water use under different sustainable agronomic practices using METRIC-UAV surface energy balance model J. Ramírez-Cuesta et al. 10.1016/j.agwat.2023.108247
- Introducing QWaterModel, a QGIS plugin for predicting evapotranspiration from land surface temperatures F. Ellsäßer et al. 10.1016/j.envsoft.2020.104739
- Evaluation of Partitioned Evaporation and Transpiration Estimates within the DisALEXI Modeling Framework over Irrigated Crops in California K. Knipper et al. 10.3390/rs15010068
- Utilization of Remote Sensing Data in the Simulation of the Water and Heat Regime of Land Areas: A Review of Publications E. Muzylev 10.1134/S0097807823700021
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- Estimation of evapotranspiration of temperate grassland based on high-resolution thermal and visible range imagery from unmanned aerial systems C. Brenner et al. 10.1080/01431161.2018.1471550
- Developing a method for integrating canopy measurements into evapotranspiration predictions H. Brown et al. 10.1016/j.agrformet.2021.108539
- Determining Evapotranspiration by Using Combination Equation Models with Sentinel-2 Data and Comparison with Thermal-Based Energy Balance in a California Irrigated Vineyard G. D’Urso et al. 10.3390/rs13183720
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- Mapping super high resolution evapotranspiration in oasis-desert areas using UAV multi-sensor data J. Wei et al. 10.1016/j.agwat.2023.108466
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- Effects of Surface Heterogeneity Due to Drip Irrigation on Scintillometer Estimates of Sensible, Latent Heat Fluxes and Evapotranspiration over Vineyards H. Geli et al. 10.3390/w12010081
- The complementary uses of Sentinel-1A SAR and ECOSTRESS datasets to identify vineyard growth and conditions: a case study in Sonoma County, California A. Davitt et al. 10.1007/s00271-022-00781-3
- Calculating potential evapotranspiration and single crop coefficient based on energy balance equation using Landsat 8 and Sentinel-2 A. Mokhtari et al. 10.1016/j.isprsjprs.2019.06.011
- Combination of multispectral imagery, environmental data and thermography for on-the-go monitoring of the grapevine water status in commercial vineyards M. Diago et al. 10.1016/j.eja.2022.126586
- Using high-spatiotemporal thermal satellite ET retrievals to monitor water use over California vineyards of different climate, vine variety and trellis design K. Knipper et al. 10.1016/j.agwat.2020.106361
- Evapotranspiration estimates derived using thermal-based satellite remote sensing and data fusion for irrigation management in California vineyards K. Knipper et al. 10.1007/s00271-018-0591-y
- Time-series clustering of remote sensing retrievals for defining management zones in a vineyard N. Ohana-Levi et al. 10.1007/s00271-021-00752-0
- How High to Fly? Mapping Evapotranspiration from Remotely Piloted Aircrafts at Different Elevations L. Ebert et al. 10.3390/rs14071660
- High-resolution spatio-temporal characteristics of urban evapotranspiration measured by unmanned aerial vehicle and infrared remote sensing L. Qin et al. 10.1016/j.buildenv.2022.109389
- Building a UAV Based System to Acquire High Spatial Resolution Thermal Imagery for Energy Balance Modelling K. Pintér & Z. Nagy 10.3390/s22093251
- Vicarious Calibration of sUAS Microbolometer Temperature Imagery for Estimation of Radiometric Land Surface Temperature A. Torres-Rua 10.3390/s17071499
- Evaluation of Penman-Monteith Model Based on Sentinel-2 Data for the Estimation of Actual Evapotranspiration in Vineyards V. García-Gutiérrez et al. 10.3390/rs13030478
- The Unmanned Aerial Vehicle-Based Estimation of Turbulent Heat Fluxes in the Sub-Surface of Urban Forests Using an Improved Semi-Empirical Triangle Method C. Liu et al. 10.3390/rs16152830
- Mapping Very-High-Resolution Evapotranspiration from Unmanned Aerial Vehicle (UAV) Imagery S. Park et al. 10.3390/ijgi10040211
- Evapotranspiration partitioning by integrating eddy covariance, micro-lysimeter and unmanned aerial vehicle observations: A case study in the North China Plain J. Bian et al. 10.1016/j.agwat.2024.108735
- A Remote Sensing Approach for Assessing Daily Cumulative Evapotranspiration Integral in Wheat Genotype Screening for Drought Adaptation D. Gómez-Candón et al. 10.3390/plants12223871
- UAV-based thermography reveals spatial and temporal variability of evapotranspiration from a tropical rainforest M. Bulusu et al. 10.3389/ffgc.2023.1232410
2 citations as recorded by crossref.
- Estimating spatially distributed turbulent heat fluxes from high-resolution thermal imagery acquired with a UAV system C. Brenner et al. 10.1080/01431161.2017.1280202
- High Spatial and Temporal Resolution Energy Flux Mapping of Different Land Covers Using an Off-the-Shelf Unmanned Aerial System J. Simpson et al. 10.3390/rs13071286
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Latest update: 13 Dec 2024
Short summary
This paper describes a model inter-comparison and validation study conducted using sub-meter resolution thermal data from an aircraft. The model inter-comparison is between a physically based model and a very simple empirical model. The strengths and weaknesses of both modeling approaches for high-resolution mapping of water use in vineyards is described. The findings provide significant insight into the utility of complex versus simple models for precise water resources management.
This paper describes a model inter-comparison and validation study conducted using sub-meter...