Remote sensing used to detect moisture status of pecan orchards grown in a desert environment

International Journal of Remote Sensing

Volumn 35, Issue 3, 2014, Pages 949-966

  Othman, Yahia ^a   Steele, Caiti ^a   VanLeeuwen, Dawn ^b   Heerema, Richard ^a   Bawazir, Salim ^a   St Hilaire, Rolston ^a  

^a NEW MEXICO STATE UNIVERSITY   (United States)

^b NEW MEXICO STATE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

FORESTRY; INFRARED RADIATION; IRRIGATION; LINEAR REGRESSION; MOISTURE; ORCHARDS; PHYSIOLOGICAL MODELS; PHYSIOLOGY; REFLECTION; TREES (MATHEMATICS);

ENHANCED THEMATIC MAPPER PLUS (ETM+); IRRIGATION MANAGEMENT; LANDSAT THEMATIC MAPPER; MULTIPLE LINEAR REGRESSIONS; NORMALIZED DIFFERENCE VEGETATION INDEX; PHYSIOLOGICAL RESPONSE; REMOTE SENSING TECHNIQUES; STEM WATER POTENTIALS;

REMOTE SENSING;

DESERT; LANDSAT THEMATIC MAPPER; MOISTURE CONTENT; MULTIPLE REGRESSION; NDVI; ORCHARD; PHYSIOLOGICAL RESPONSE; REMOTE SENSING; SURFACE REFLECTANCE;

FORESTRY; INFRARED RADIATION; IRRIGATION; MATHEMATICS; MOISTURE; ORCHARDS; PHYSIOLOGY; REFLECTION; REMOTE SENSING; TREES;

NEW MEXICO; UNITED STATES;

CARYA ILLINOINENSIS;

EID: 84893949425     PISSN: 01431161     EISSN: 13665901     Source Type: Journal    
DOI: 10.1080/01431161.2013.873834     Document Type: Article

References (45)

1. Anderson, M., R. Allen, A. Morse, and W. Kustas. 2012. "Use of Landsat Thermal Imagery in Monitoring Evapotranspiration and Managing Water Resources." Remote Sensing of Environment 122: 50-65.
2. Arunyanark, A., S. Jogloy, C. Akkasaeng, N. Vorasoot, T. Kesmala, R. Rao, G. Wright, and A. Patanothai. 2008. "Chlorophyll Stability is an Indicator of Drought Tolerance in Peanut." Journal of Agronomy and Crop Science 194: 113-125.
3. Brodribb, T., D. Bowman, S. Nichols, S. Delzon, and R. Burlett. 2010. "Xylem Function and Growth Rate Interact to Determine Recovery Rates After Exposure to Extreme Water Deficit." New Phytologist 188: 533-542.
4. Conrad, C., S. Dech, M. Hafeez, J. Lamers, C. Martius, and G. Strunz. 2007. "Mapping and Assessing Water Use in a Central Asian Irrigation System by Utilizing MODIS Remote Sensing Products." Irrigation Drainage System 21: 197-218.
5. Crippen, R. 1988. "The Dangers of Underestimating the Importance of Data Adjustments in Band Ratioing." International Journal of Remote Sensing 9: 767-776.
6. Damour, G., M. Vandame, and L. Urban. 2009. "Long-Term Drought Results in a Reversible Decline in Photosynthetic Capacity in Mango Leaves, Not Just a Decrease in Stomatal Conductance." Tree Physiology 29: 675-684.
7. Deb, S., M. Shukla, and J. Mexal. 2012. "Estimating Midday Leaf and Stem Water Potentials of Mature Pecan Trees from Soil Water Content and Climatic Parameters." HortScience 47: 907-916.
8. Dzikiti, S., J. Verreynne, J. Stuckens, A. Strever, W. Verstraeten, R. Swennen, and P. Coppin. 2010. "Determining the Water Status of Satsuma Mandarin Trees (Cutrus Unshiu Marcovtch) Using Spectral Indices and by Combining Hyperspectral and Physiological Data." Agricultural and Forest Meteorology 150: 369-379.
9. Eitel, J., P. Gessler, A. Smith, and R. Robberecht. 2006. "Suitability of Existing and Novel Spectral Indices to Remotely Detect Water Stress in Populus Spp." Forest Ecology and Management 229: 170-182.
10. Gallè, A., P. Haldimann, and U. Feller. 2007. "Photosynthetic Performance and Water Relations in Young Pubescent Oak (Quercus Pubescens) Trees During Drought Stress and Recovery." New Phytologist 174: 799-810.
11. García-Rejero, I., R. Romero-Vicente, J. Jimenez-Bocanegra, G. Martinez-Garcia, V. Duran-Zuazo, and J. Muriel-Fernandez. 2010. "Response of Citrus Trees to Deficit Irrigation During Different Phenological Periods in Relation to Yield, Fruit Quality, and Water Productivity." Agricultural Water Management 97: 689-699.
12. Garrot, D., M. Kilby, D. Fangmeier, S. Husman, and A. Ralowicz. 1993. "Production, Growth, and Nut Quality in Pecans under Water Stress Based on the Crop Water Stress Index." Journal of the American Society for Horticultural Science 118: 694-698.
13. Ghulam, A., Z. Li, Q. Qin, H. Yimit, and J. Wang. 2008. "Estimating Crop Water Stress with ETM+ NIR and SWIR Data." Agricultural and Forest Meteorology 148: 1679-1695.
14. Gouveia, C., R. Trigo, and C. Dacamara. 2009. "Drought and Vegetation Stress Monitoring in Portugal Using Satellite Data." Natural Hazards and Earth System Sciences 9: 185-195.
15. Guerfel, M., O. Baccouri, D. Boujnah, and M. Zarrouk. 2008. "Changes in Lipid Composition, Water Relations and Gas Exchange in Leaves of Two Young 'Chmlali' and 'Chetoui' Olive Trees in Response to Water Stress." Plant Soil 311: 121-129.
16. Han, Q., A. Lio, M. Naramoto, and Y. Kakubari. 2010. "Response of Internal Conductance to Soil Drought in Sun and Shade Leaves of Adult Fagus Crenata." Acta Silvatica Lignaria Hungarica 6: 123-134.
17. Hardisky, M., V. Klemas, and R. Smart. 1983. "The Influences of Soil Salinity, Growth Form, and Leaf Moisture on the Spectral Reflectance of Spartina Alterniflora Canopies." Photogrammetric Engineering & Remote Sensing 49: 77-83.
18. Houborg, R., and E. Boegh. 2008. "Mapping Leaf Chlorophyll and Leaf Area Index Using Inverse and Forward Canopy Reflectance Modeling and SPOT Reflectance Data." Remote Sensing of Environment 112: 186-202.
19. Johnson, D. 2004. "Prediction of Water Deficit Stress in Pecans (Carya illinoensis) with Remotely Sensed Hyper-Spectral Data." PhD thesis, New Mexico State University.
20. Jones, H. 2004. "Irrigation Scheduling: Advantages and Pitfalls of Plant-Based Methods." Journal of Experimental Botany 55: 2427-2436.
21. Karnieli, A., N. Agam, R. Pinker, M. Anderson, M. Imhoff, G. Gutman, N. Panov, and A. Goldberg. 2010. "Use of NDVI and Land Surface Temperature for Drought Assessment: Merits and Limitations." Journal of Climate 23: 618-633.
22. Kiage, L., K. Liu, N. Walker, N. Lam, and O. Huh. 2007. "Recent Land-Cover/Use Change Associated with Land Degradation in the Lake Baringo Catchment, Kenya, East Africa: Evidence from Landsat TM and ETM+." International Journal of Remote Sensing 28: 4285-4309.
23. Liu, C., Y. Liu, K. Guo, Y. Zheng, G. Li, L. Yu, and R. Yang. 2010. "Influence of Drought Intensity on the Response of Six Woody Karst Species Subjected to Successive Cycles of Drought and Rewatering." Physiologia Plantarum 139: 39-54.
24. Matthew, M., S. Adler-Golden, A. Berk, S. Richtsmeier, R. Levine, L. Bernstein, P. Acharya, G. Anderson, G. Felde, M. Hoke, A. Ratkowski, H. Burke, R. Kaiser, and D. Miller. 2000. "Status of Atmospheric Correction Using a MODTRAN4-Based Algorithm." SPIE Proceedings, Algorithms for Multispectral, Hyperspectral, and Ultraspectral Imagery VI 4049: 199-207.
25. NAIP. 2011. "National Agriculture Imagery Program." Accessed January 25, 2013. http://rgis.unm.edu/#map
26. Naor, A. 2000. "Midday Stem Water Potential as a Plant Water Stress Indictor for Irrigation Scheduling in Fruit Trees." Acta Horticulturae 537: 447-454.
27. Naor, A., Y. Gal, and M. Peres. 2006. "The Inherent Variability of Water Stress Indicators in Apple, Nectarine and Pear Orchards, and the Validity of a Leaf-Selection Procedure for Water Potential Measurements." Irrigation Science 24: 129-135.
28. Naumann, J., J. Anderson, and D. Young. 2008. "Linking Physiological Responses, Chlorophyll Fluorescence and Hyperspectral Imagery to Detect Salinity Stress Using the Physiological Reflectance Index in the Coastal Shrub, Myrica Cerifera." Remote Sensing of Environment 112: 3865-3875.
29. Ormeci, C., E. Sertel, and O. Sarikaya. 2009. "Determination of Chlorophyll-a Amount in Golden Horn, Istanbul, Turkey Using Ikonos and in situ Data." Environmental Monitoring Assessment 155: 83-90.
30. Pu, R., S. Ge, N. Kelly, and P. Gong. 2003. "Spectral Absorption Features as Indicators of Water Status in Coast Live Oak (Quercus Agrifolia) Leaves." International Journal of Remote Sensing 24: 1799-1810.
31. Rouse, J., R. Haas, J. Schell, D. Deering, and J. Harlan. 1974. "Monitoring the Vernal Advancement and Retro-Gradation (Green Wave Effect) of Natural Vegetation." Accessed December 12, 2012. http://www.ntrs.nasa.gov/archive/nasa/casi.ntrs.nasa.gov/19730017588_1973017588.pdf
32. Samani, Z., S. Bawazir, M. Bleiweiss, R. Skaggs, J. Longworth, V. Tran, and A. Pinon. 2009. "Using Remote Sensing to Evaluate the Spatial Variability of Evapotranspiration and Crop Coefficient in the Lower Rio Grande Valley, New Mexico." Irrigation Science 28: 93-100.
33. Samani, Z., S. Bawazir, R. Skaggs, J. Longworth, A. Pinon, and V. Tran. 2011. "A Simple Irrigation Scheduling Approach for Pecans." Agricultural Water Management 98: 661-664.
34. Sammis, T., J. Mexal, and D. Miller. 2004. "Evapotranspiration of Flood-Irrigated Pecans." Agricultural Water Management 69: 179-190.
35. Santos, C., J. Lorite, M. Tasumi, R. Allen, and E. Fereres. 2008. "Integrating Satellite-Based Evapotranspiration with Simulation Models for Irrigation Management at the Scheme Level." Irrigation Science 26: 277-288.
36. Smith, A., M. Wooster, A. Powell, and D. Usher. 2002. "Texture Based Feature Extraction: Application to Burn Scar Detection in Earth Observation Satellite Sensor Imagery." International Journal of Remote Sensing 23: 1733-1739.
37. Teillet, P., J. Barker, B. Markham, R. Irish, G. Fedosejevs, and J. Storey. 2001. "Radiometric Cross-Calibration of Landsat-7 ETM+ and Landsat-5 TM Sensors Based on Tandem Data Sets." Remote Sensing of Environment 78: 39-54.
38. Toomey, M., and L. Vierling. 2005. "Multispectral Remote Sensing of Landscape Level Foliar Moisture: Techniques and Applications for Forest Ecosystem Monitoring." Canadian Journal of Forest Research 35: 1087-1097.
39. USDA. 1980. "Soil Survey of Dona Ana County Area New Mexico." Accessed December 25, 2013. http://soildatamart.nrcs.usda.gov/manuscripts/NM690/0/nm_dona_ana.pdf
40. USDA-NASS. 2010. "The Census of Agriculture Report." Accessed September 10, 2012. http://www.agcensus.usda.gov
41. USDA-NRCS. 2010. "Conservation Plant Characteristics: Cary illinoinensis (Wangenh.) K. Kich Pecan." Accessed December 12, 2012. http://www.plants.usda.gov
42. USGS. 2011. "USGS Global Visualization Viewer." Accessed January 25, 2013. http://www.glovis.usgs.gov/
43. Warren, C., T. Bleby, and M. Adams. 2007. "Changes in Gas Exchange versus Leaf Solutes as a Means to Cope with Summer Drought in Eucalyptus Marginata." Oecologia 154: 1-10.
44. Wells, L., P. Conner, B. Goff, M. Nesbitt, B. Wood, P. Bertrand, T. Brenneman, J. Brock, M. Hotchkiss, C. Reilly, K. Stevenson, J. Dutcher, W. Hudson, H. Ellis, J. Payne, L. Tedders, K. Harrison, and P. Sumner. 2007. Southeastern Pecan Growers' Handbook, 72-79. Athens: Cooperative extension service, The University of Georgia.
45. Williams, L., P. Baeza, and P. Vaughn. 2012. "Midday Measurements of Leaf Water Potential and Stomatal Conductance are Highly Correlated with Daily Water Use of Thompson Seedless Grapevines." Irrigation Science 30: 201-212.