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Matthew F McCabe - Publications

Affiliations: 
2008-2012 Civil and Environmental Engineering University of New South Wales, Kensington, New South Wales, Australia 
 2012- Biological and Environmental Sciences and Engineering King Abdullah University of Science and Technology, Thuwal, Saudi Arabia 
Area:
remote sensing, water security, precision agriculture, climate impacts, UAVs
Website:
https://www.kaust.edu.sa/en/study/faculty/matthew-mccabe
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66 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2022 Angel Y, McCabe MF. Machine Learning Strategies for the Retrieval of Leaf-Chlorophyll Dynamics: Model Choice, Sequential Versus Retraining Learning, and Hyperspectral Predictors. Frontiers in Plant Science. 13: 722442. PMID 35360313 DOI: 10.3389/fpls.2022.722442  0.748
2022 Johansen K, Ziliani MG, Houborg R, Franz TE, McCabe MF. CubeSat constellations provide enhanced crop phenology and digital agricultural insights using daily leaf area index retrievals. Scientific Reports. 12: 5244. PMID 35347221 DOI: 10.1038/s41598-022-09376-6  0.354
2021 Aragon B, Ziliani MG, Houborg R, Franz TE, McCabe MF. CubeSats deliver new insights into agricultural water use at daily and 3 m resolutions. Scientific Reports. 11: 12131. PMID 34108564 DOI: 10.1038/s41598-021-91646-w  0.348
2021 Johansen K, Lopez O, Tu Y, Li T, McCabe MF. Center pivot field delineation and mapping: A satellite-driven object-based image analysis approach for national scale accounting Isprs Journal of Photogrammetry and Remote Sensing. 175: 1-19. DOI: 10.1016/J.ISPRSJPRS.2021.02.019  0.743
2020 Johansen K, Morton MJL, Malbeteau Y, Aragon B, Al-Mashharawi S, Ziliani MG, Angel Y, Fiene G, Negrão S, Mousa MAA, Tester MA, McCabe MF. Predicting Biomass and Yield in a Tomato Phenotyping Experiment Using UAV Imagery and Random Forest. Frontiers in Artificial Intelligence. 3: 28. PMID 33733147 DOI: 10.3389/frai.2020.00028  0.733
2020 López Valencia OM, Johansen K, Aragón Solorio BJL, Li T, Houborg R, Malbeteau Y, AlMashharawi S, Altaf MU, Fallatah EM, Dasari HP, Hoteit I, McCabe MF. Mapping groundwater abstractions from irrigated agriculture: big data, inverse modeling, and a satellite–model fusion approach Hydrology and Earth System Sciences. 24: 5251-5277. DOI: 10.5194/hess-24-5251-2020  0.428
2020 El Kenawy AM, Hereher M, Robaa SM, McCabe MF, Lopez-Moreno JI, Domínguez-Castro F, Gaber IM, Al-Awadhi T, Al-Buloshi A, Al Nasiri N, Al-Hatrushi S, Schuwerack P, Peña-Angulo D, Abdelaal MM, Vicente-Serrano SM. Nocturnal Surface Urban Heat Island over Greater Cairo: Spatial Morphology, Temporal Trends and Links to Land-Atmosphere Influences Remote Sensing. 12: 3889. DOI: 10.3390/rs12233889  0.302
2020 Ma C, Li X, McCabe MF. Retrieval of High-Resolution Soil Moisture through Combination of Sentinel-1 and Sentinel-2 Data Remote Sensing. 12: 2303. DOI: 10.3390/rs12142303  0.321
2020 Fisher JB, Lee B, Purdy AJ, Halverson GH, Dohlen MB, Cawse-Nicholson K, Wang A, Anderson RG, Aragon B, Arain MA, Baldocchi DD, Baker JM, Barral H, Bernacchi CJ, Bernhofer C, ... ... McCabe MF, et al. ECOSTRESS: NASA's Next Generation Mission to Measure Evapotranspiration From the International Space Station Water Resources Research. 56. DOI: 10.1029/2019Wr026058  0.375
2020 Franz TE, Pokal S, Gibson JP, Zhou Y, Gholizadeh H, Tenorio FA, Rudnick D, Heeren D, McCabe M, Ziliani M, Jin Z, Guan K, Pan M, Gates J, Wardlow B. The role of topography, soil, and remotely sensed vegetation condition towards predicting crop yield Field Crops Research. 252: 107788. DOI: 10.1016/J.Fcr.2020.107788  0.663
2019 McCabe MF, Miralles D, Holmes TRH, Fisher JB. Advances in the Remote Sensing of Terrestrial Evaporation. Remote Sensing. 11: 1138. PMID 33505712 DOI: 10.3390/Rs11091138  0.322
2019 Barreto MAP, Johansen K, Angel Y, McCabe MF. Radiometric Assessment of a UAV-Based Push-Broom Hyperspectral Camera. Sensors (Basel, Switzerland). 19. PMID 31671804 DOI: 10.3390/s19214699  0.735
2019 Johansen K, Morton MJL, Malbeteau YM, Aragon B, Al-Mashharawi SK, Ziliani MG, Angel Y, Fiene GM, Negrão SSC, Mousa MAA, Tester MA, McCabe MF. Unmanned Aerial Vehicle-Based Phenotyping Using Morphometric and Spectral Analysis Can Quantify Responses of Wild Tomato Plants to Salinity Stress. Frontiers in Plant Science. 10: 370. PMID 30984222 DOI: 10.3389/fpls.2019.00370  0.72
2019 Shah SH, Angel Y, Houborg R, Ali S, McCabe MF. A Random Forest Machine Learning Approach for the Retrieval of Leaf Chlorophyll Content in Wheat Remote Sensing. 11: 920. DOI: 10.3390/rs11080920  0.322
2018 Ziliani M, Parkes S, Hoteit I, McCabe M. Intra-Season Crop Height Variability at Commercial Farm Scales Using a Fixed-Wing UAV Remote Sensing. 10: 2007. DOI: 10.3390/rs10122007  0.36
2018 Malbéteau Y, Parkes S, Aragon B, Rosas J, McCabe M. Capturing the Diurnal Cycle of Land Surface Temperature Using an Unmanned Aerial Vehicle Remote Sensing. 10: 1407. DOI: 10.3390/RS10091407  0.78
2018 Manfreda S, McCabe M, Miller P, Lucas R, Pajuelo Madrigal V, Mallinis G, Ben Dor E, Helman D, Estes L, Ciraolo G, Müllerová J, Tauro F, de Lima M, de Lima J, Maltese A, et al. On the Use of Unmanned Aerial Systems for Environmental Monitoring Remote Sensing. 10: 641. DOI: 10.3390/Rs10040641  0.302
2018 Liu YY, van Dijk AI, Miralles DG, McCabe MF, Evans JP, de Jeu RA, Gentine P, Huete A, Parinussa RM, Wang L, Guan K, Berry J, Restrepo-Coupe N. Enhanced canopy growth precedes senescence in 2005 and 2010 Amazonian droughts Remote Sensing of Environment. 211: 26-37. DOI: 10.1016/J.Rse.2018.03.035  0.631
2018 Talsma CJ, Good SP, Jimenez C, Martens B, Fisher JB, Miralles DG, McCabe MF, Purdy AJ. Partitioning of evapotranspiration in remote sensing-based models Agricultural and Forest Meteorology. 131-143. DOI: 10.1016/J.Agrformet.2018.05.010  0.325
2017 McCabe MF, Rodell M, Alsdorf DE, Miralles DG, Uijlenhoet R, Wagner W, Lucieer A, Houborg R, Verhoest NEC, Franz TE, Shi J, Gao H, Wood EF. The Future of Earth Observation in Hydrology. Hydrology and Earth System Sciences. 21: 3879-3914. PMID 30233123 DOI: 10.5194/Hess-21-3879-2017  0.643
2017 Evans JP, Meng X, McCabe MF. Land surface albedo and vegetation feedbacks enhanced the millennium drought in south-east Australia Hydrology and Earth System Sciences. 21: 409-422. DOI: 10.5194/HESS-21-409-2017  0.345
2017 López O, Houborg R, McCabe MF. Evaluating the hydrological consistency of evaporation products using satellite-based gravity and rainfall data Hydrology and Earth System Sciences. 21: 323-343. DOI: 10.5194/HESS-21-323-2017  0.79
2017 Rosas J, Houborg R, McCabe M. Sensitivity of Landsat 8 Surface Temperature Estimates to Atmospheric Profile Data: A Study Using MODTRAN in Dryland Irrigated Systems Remote Sensing. 9: 988. DOI: 10.3390/rs9100988  0.786
2017 Lu X, Liang LL, Wang L, Jenerette GD, McCabe MF, Grantz DA. Partitioning of evapotranspiration using a stable isotope technique in an arid and high temperature agricultural production system Agricultural Water Management. 179: 103-109. DOI: 10.1016/J.Agwat.2016.08.012  0.495
2017 Fisher JB, Melton F, Middleton E, Hain C, Anderson M, Allen R, McCabe MF, Hook S, Baldocchi D, Townsend PA, Kilic A, Tu K, Miralles DG, Perret J, Lagouarde J, et al. The Future of Evapotranspiration: Global requirements for ecosystem functioning, carbon and climate feedbacks, agricultural management, and water resources Water Resources Research. 53: 2618-2626. DOI: 10.1002/2016Wr020175  0.646
2016 Lu X, Wang L, McCabe MF. Elevated CO2 as a driver of global dryland greening. Scientific Reports. 6: 20716. PMID 26869389 DOI: 10.1038/Srep20716  0.459
2016 Parkes SD, McCabe MF, Griffiths AD, Wang L, Chambers S, Ershadi A, Williams AG, Strauss J, Element A. Response of water vapour D-excess to land–atmosphere interactions in a semi-arid environment Hydrology and Earth System Sciences. 21: 533-548. DOI: 10.5194/Hess-21-533-2017  0.435
2016 Miralles DG, Jiménez C, Jung M, Michel D, Ershadi A, Mccabe MF, Hirschi M, Martens B, Dolman AJ, Fisher JB, Mu Q, Seneviratne SI, Wood EF, Fernández-Prieto D. The WACMOS-ET project - Part 2: Evaluation of global terrestrial evaporation data sets Hydrology and Earth System Sciences. 20: 823-842. DOI: 10.5194/Hess-20-823-2016  0.592
2016 Michel D, Jiménez C, Miralles DG, Jung M, Hirschi M, Ershadi A, Martens B, Mccabe MF, Fisher JB, Mu Q, Seneviratne SI, Wood EF, Fernández-Prieto D. The WACMOS-ET project - Part 1: Tower-scale evaluation of four remote-sensing-based evapotranspiration algorithms Hydrology and Earth System Sciences. 20: 803-822. DOI: 10.5194/Hess-20-803-2016  0.507
2016 Jana RB, Ershadi A, McCabe MF. Examining the relationship between intermediate-scale soil moisture and terrestrial evaporation within a semi-arid grassland Hydrology and Earth System Sciences. 20: 3987-4004. DOI: 10.5194/HESS-20-3987-2016  0.332
2016 McCabe MF, Ershadi A, Jimenez C, Miralles DG, Michel D, Wood EF. The GEWEX LandFlux project: Evaluation of model evaporation using tower-based and globally gridded forcing data Geoscientific Model Development. 9: 283-305. DOI: 10.5194/Gmd-9-283-2016  0.555
2016 El Kenawy AM, McCabe MF, Vicente-Serrano SM, López-Moreno JI, Robaa SM. Changes in the frequency and severity of hydrological droughts over Ethiopia from 1960 to 2013 Cuadernos De InvestigacióN GeográFica. 42: 145. DOI: 10.18172/CIG.2931  0.327
2016 El Kenawy AM, Mccabe MF. A multi-decadal assessment of the performance of gauge- and model-based rainfall products over Saudi Arabia: Climatology, anomalies and trends International Journal of Climatology. 36: 656-674. DOI: 10.1002/joc.4374  0.351
2015 Houborg R, McCabe MF. Application of a regularized model inversion system (REGFLEC) to multi-Temporal RapidEye imagery for retrieving vegetation characteristics Proceedings of Spie - the International Society For Optical Engineering. 9637. DOI: 10.1117/12.2196378  0.353
2015 Houborg R, McCabe MF, Gao F. Downscaling of coarse resolution LAI products to achieve both high spatial and temporal resolution for regions of interest International Geoscience and Remote Sensing Symposium (Igarss). 2015: 3317-3320. DOI: 10.1109/IGARSS.2015.7326528  0.31
2015 McCabe MF, Houborg R, Rosas J, Ershadi A, Anderson M, Hain C. Towards a satellite based system for monitoring agricultural water use: A case study for Saudi Arabia International Geoscience and Remote Sensing Symposium (Igarss). 2015: 862-865. DOI: 10.1109/IGARSS.2015.7325901  0.761
2015 Houborg R, McCabe M, Cescatti A, Gao F, Schull M, Gitelson A. Joint leaf chlorophyll content and leaf area index retrieval from Landsat data using a regularized model inversion system (REGFLEC) Remote Sensing of Environment. 159: 203-221. DOI: 10.1016/J.Rse.2014.12.008  0.386
2015 Ershadi A, McCabe MF, Evans JP, Wood EF. Impact of model structure and parameterization on Penman-Monteith type evaporation models Journal of Hydrology. 525: 521-535. DOI: 10.1016/J.Jhydrol.2015.04.008  0.476
2015 Cai MY, Wang L, Parkes SD, Strauss J, McCabe MF, Evans JP, Griffiths AD. Stable water isotope and surface heat flux simulation using ISOLSM: Evaluation against in-situ measurements Journal of Hydrology. 523: 67-78. DOI: 10.1016/J.Jhydrol.2015.01.019  0.506
2015 Houborg R, McCabe MF, Cescatti A, Gitelson AA. Leaf chlorophyll constraint on model simulated gross primary productivity in agricultural systems International Journal of Applied Earth Observation and Geoinformation. 43: 160-176. DOI: 10.1016/J.Jag.2015.03.016  0.315
2015 Yee MS, Pauwels VRN, Daly E, Beringer J, Rüdiger C, McCabe MF, Walker JP. A comparison of optical and microwave scintillometers with eddy covariance derived surface heat fluxes Agricultural and Forest Meteorology. 213: 226-239. DOI: 10.1016/j.agrformet.2015.07.004  0.567
2014 Ershadi A, McCabe MF, Evans JP, Chaney NW, Wood EF. Multi-site evaluation of terrestrial evaporation models using FLUXNET data Agricultural and Forest Meteorology. 187: 46-61. DOI: 10.1016/J.Agrformet.2013.11.008  0.517
2013 Liu YY, Evans JP, McCabe MF, de Jeu RA, van Dijk AI, Dolman AJ, Saizen I. Changing climate and overgrazing are decimating Mongolian steppes. Plos One. 8: e57599. PMID 23451249 DOI: 10.1371/journal.pone.0057599  0.439
2013 Mueller B, Hirschi M, Jimenez C, Ciais P, Dirmeyer PA, Dolman AJ, Fisher JB, Jung M, Ludwig F, Maignan F, Miralles DG, McCabe MF, Reichstein M, Sheffield J, Wang K, et al. Benchmark products for land evapotranspiration: LandFlux-EVAL multi-data set synthesis Hydrology and Earth System Sciences. 17: 3707-3720. DOI: 10.5194/Hess-17-3707-2013  0.619
2013 Jha SK, Mariethoz G, Evans JP, McCabe MF. Demonstration of a geostatistical approach to physically consistent downscaling of climate modeling simulations Water Resources Research. 49: 245-259. DOI: 10.1029/2012Wr012602  0.321
2013 Wang L, Niu S, Good SP, Soderberg K, McCabe MF, Sherry RA, Luo Y, Zhou X, Xia J, Caylor KK. The effect of warming on grassland evapotranspiration partitioning using laser-based isotope monitoring techniques Geochimica Et Cosmochimica Acta. 111: 28-38. DOI: 10.1016/J.Gca.2012.12.047  0.453
2012 Wang L, D'Odorico P, Evans JP, Eldridge DJ, McCabe MF, Caylor KK, King EG. Dryland ecohydrology and climate change: Critical issues and technical advances Hydrology and Earth System Sciences. 16: 2585-2603. DOI: 10.5194/Hess-16-2585-2012  0.464
2011 Zhao L, Xiao H, Zhou J, Wang L, Cheng G, Zhou M, Yin L, McCabe MF. Detailed assessment of isotope ratio infrared spectroscopy and isotope ratio mass spectrometry for the stable isotope analysis of plant and soil waters Rapid Communications in Mass Spectrometry. 25: 3071-3082. PMID 21953962 DOI: 10.1002/Rcm.5204  0.441
2011 Liu YY, Parinussa RM, Dorigo WA, De Jeu RAM, Wagner W, van Dijk AIJM, McCabe MF, Evans JP. Developing an improved soil moisture dataset by blending passive and active microwave satellite-based retrievals Hydrology and Earth System Sciences. 15: 425-436. DOI: 10.5194/HESS-15-425-2011  0.349
2011 Jiménez C, Prigent C, Mueller B, Seneviratne SI, McCabe MF, Wood EF, Rossow WB, Balsamo G, Betts AK, Dirmeyer PA, Fisher JB, Jung M, Kanamitsu M, Reichle RH, Reichstein M, et al. Global intercomparison of 12 land surface heat flux estimates Journal of Geophysical Research Atmospheres. 116. DOI: 10.1029/2010Jd014545  0.647
2011 Mueller B, Seneviratne SI, Jimenez C, Corti T, Hirschi M, Balsamo G, Ciais P, Dirmeyer P, Fisher JB, Guo Z, Jung M, Maignan F, McCabe MF, Reichle R, Reichstein M, et al. Evaluation of global observations-based evapotranspiration datasets and IPCC AR4 simulations Geophysical Research Letters. 38. DOI: 10.1029/2010Gl046230  0.649
2011 Stisen S, McCabe MF, Refsgaard JC, Lerer S, Butts MB. Model parameter analysis using remotely sensed pattern information in a multi-constraint framework Journal of Hydrology. 409: 337-349. DOI: 10.1016/j.jhydrol.2011.08.030  0.314
2010 Liu YY, Evans JP, McCabe MF, Jeu RAMd, Dijk AIJMv, Su H. Influence of cracking clays on satellite estimated and model simulated soil moisture. Hydrology and Earth System Sciences. 14: 979-990. DOI: 10.5194/Hess-14-979-2010  0.511
2009 Sheffield J, Ferguson CR, Troy TJ, Wood EF, McCabe MF. Closing the terrestrial water budget from satellite remote sensing Geophysical Research Letters. 36. DOI: 10.1029/2009Gl037338  0.771
2008 McCabe M, Wood E, Wójcik R, Pan M, Sheffield J, Gao H, Su H. Hydrological consistency using multi-sensor remote sensing data for water and energy cycle studies Remote Sensing of Environment. 112: 430-444. DOI: 10.1016/J.Rse.2007.03.027  0.792
2008 Pan M, Wood EF, Wójcik R, McCabe MF. Estimation of regional terrestrial water cycle using multi-sensor remote sensing observations and data assimilation Remote Sensing of Environment. 112: 1282-1294. DOI: 10.1016/J.Rse.2007.02.039  0.683
2007 Su H, Wood EF, McCabe MF, Su Z. Evaluation of Remotely Sensed Evapotranspiration Over the CEOP EOP-1 Reference Sites Journal of the Meteorological Society of Japan. 439-459. DOI: 10.2151/Jmsj.85A.439  0.669
2007 Gao H, Wood EF, Drusch M, McCabe MF. Copula-Derived Observation Operators for Assimilating TMI and AMSR-E Retrieved Soil Moisture into Land Surface Models Journal of Hydrometeorology. 8: 413-429. DOI: 10.1175/Jhm570.1  0.643
2007 Manfreda S, McCabe MF, Fiorentino M, Rodríguez-Iturbe I, Wood EF. Scaling characteristics of spatial patterns of soil moisture from distributed modelling Advances in Water Resources. 30: 2145-2150. DOI: 10.1016/J.Advwatres.2006.07.009  0.616
2006 McCabe MF, Wood EF. Scale influences on the remote estimation of evapotranspiration using multiple satellite sensors Remote Sensing of Environment. 105: 271-285. DOI: 10.1016/J.Rse.2006.07.006  0.567
2005 McCabe MF, Kalma JD, Franks SW. Spatial and temporal patterns of land surface fluxes from remotely sensed surface temperatures within an uncertainty modelling framework Hydrology and Earth System Sciences. 9: 467-480. DOI: 10.5194/HESS-9-467-2005  0.351
2005 Su H, McCabe MF, Wood EF, Su Z, Prueger JH. Modeling Evapotranspiration during SMACEX: Comparing Two Approaches for Local- and Regional-Scale Prediction Journal of Hydrometeorology. 6: 910-922. DOI: 10.1175/Jhm466.1  0.68
2005 McCabe MF, Gao H, Wood EF. Evaluation of AMSR-E-Derived Soil Moisture Retrievals Using Ground-Based and PSR Airborne Data during SMEX02 Journal of Hydrometeorology. 6: 864-877. DOI: 10.1175/Jhm463.1  0.649
2005 McCabe MF. Initial soil moisture retrievals from AMSR-E: Multiscale comparison using in situ data and rainfall patterns over Iowa Geophysical Research Letters. 32. DOI: 10.1029/2004Gl021222  0.301
2005 French AN, Jacob F, Anderson MC, Kustas WP, Timmermans W, Gieske A, Su Z, Su H, McCabe MF, Li F, Prueger J, Brunsell N. Corrigendum to ¿Surface energy fluxes with the Advanced Spaceborne Thermal Emission and Reflection radiometer (ASTER) at the Iowa 2002 SMACEX site (USA)¿ [Remote Sensing of Environment 2005 99/1¿2;55¿65] Remote Sensing of Environment. 99: 471. DOI: 10.1016/J.Rse.2005.10.001  0.425
2005 French A, Jacob F, Anderson M, Kustas W, Timmermans W, Gieske A, Su Z, Su H, McCabe M, Li F, Prueger J, Brunsell N. Surface energy fluxes with the Advanced Spaceborne Thermal Emission and Reflection radiometer (ASTER) at the Iowa 2002 SMACEX site (USA) Remote Sensing of Environment. 99: 55-65. DOI: 10.1016/J.Rse.2005.05.015  0.607
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