Use of Landsat 8 and UAV Images to Assess Changes in Temperature and Evapotranspiration by Economic Trees following Foliar Spraying with Light-Reflecting Compounds

被引:11
作者
Aliabad, Fahime Arabi [1 ]
Shojaei, Saeed [2 ]
Mortaz, Morad [3 ]
Ferreira, Carla Sofia Santos [4 ,5 ,6 ]
Kalantari, Zahra [4 ,5 ,7 ]
机构
[1] Yazd Univ, Fac Nat Resources & Desert Studies, Dept Arid Lands Management, Yazd 8915818411, Iran
[2] Univ Tehran, Fac Nat Resources, Dept Arid & Mountainous Reg Reclamat, Tehran 1417935840, Iran
[3] Univ Calif Davis, Dept Plant Sci, Davis, CA 95616 USA
[4] Stockholm Univ, Dept Phys Geog, S-10691 Stockholm, Sweden
[5] Stockholm Univ, Bolin Ctr Climate Res, S-10691 Stockholm, Sweden
[6] Polytech Inst Coimbra, Res Ctr Nat Resources Environm & Soc CERNAS, Agr Sch Coimbra, P-3045601 Coimbra, Portugal
[7] KTH Royal Inst Technol, Dept Sustainable Dev Environm Sci & Engn SEED, S-11428 Stockholm, Sweden
关键词
foliar spraying; remote sensing; land surface temperature; Landsat; 8; pistachio orchard; precision agriculture; KAOLIN PARTICLE FILM; SURFACE-TEMPERATURE; FRUIT-QUALITY; VEGETATION COVER; DROUGHT STRESS; FUSION METHODS; AGRICULTURE; RETRIEVAL; ALGORITHM; TM;
D O I
10.3390/rs14236153
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Pistachio is an important economic crop in arid and semi-arid regions of Iran. A major problem leading to a reduction in crop quality and reduced marketability is extreme air temperature in summer, which causes sunburn of pistachio leaves and fruit. A solution proposed to deal with the negative effects of high temperatures and increase water consumption efficiency in pistachio orchards is use of light-reflecting compounds. This study investigated the effect of foliar application of gypsum, sulfur, and NAX-95 (calcium-based suspension coating) to trees in a pistachio orchard (150 ha) in central Iran. The effect of these foliar products is assessed at plot scale, using control plots sprayed with calcium sulfate, based on temperature and evapotranspiration changes analyzed through remote sensing. Landsat 8 sensor images and RGB images collected by UAVs (spatial resolution of 30 m and 20 cm, respectively), on the same dates, before and after foliar spray application, were merged using the PCA method and bilinear interpolation re-sampling. Land surface temperature (LST) was then estimated using the split-window algorithm, and daily evapotranspiration using the surface energy balance algorithm for land (SEBAL) algorithm. A land use map was prepared and used to isolate pistachio trees in the field and assess weed cover, whose effect was not accounted. The results showed that temperature remained constant in the control plot between the spraying dates, indicating no environmental changes. In the main plots, gypsum had the greatest effect in reducing the temperature of pistachio trees. The plots with foliar spraying with gypsum displayed a mean tree temperature (47-48 degrees C) decrease of 3.3 degrees C in comparison with the control plots (>49 degrees C), leading to an average decline in evapotranspiration of 0.18 mm/day. NAX-95 and sulfur reduced tree temperature by on average 1.3 degrees C and 0.6 degrees C, respectively. Thus, gypsum is the most suitable foliar-spraying compound to lower the temperature of pistachio trees, reduce the water requirement, and increase crop productivity.
引用
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页数:18
相关论文
共 54 条
[1]   Tolerance of Mycorrhiza infected Pistachio (Pistacia vera L.) seedling to drought stress under glasshouse conditions [J].
Abbaspour, H. ;
Saeidi-Sar, S. ;
Afshari, H. ;
Abdel-Wahhab, M. A. .
JOURNAL OF PLANT PHYSIOLOGY, 2012, 169 (07) :704-709
[2]   Yield and Fruit Quality Response of Pomegranate (Punica granatum) to Foliar Spray of Potassium, Calcium and Kaolin [J].
Al-Saif, Adel M. ;
Mosa, Walid F. A. ;
Saleh, Abaidalah A. ;
Ali, Muhammad Moaaz ;
Sas-Paszt, Lidia ;
Abada, Hesham S. ;
Abdel-Sattar, Mahmoud .
HORTICULTURAE, 2022, 8 (10)
[3]   Comparison of the accuracy of daytime land surface temperature retrieval methods using Landsat 8 images in arid regions [J].
Aliabad, Fahime Arabi ;
Zare, Mohammad ;
Malamiri, Hamidreza Ghafarian .
INFRARED PHYSICS & TECHNOLOGY, 2021, 115
[4]  
Allen R. G., 2002, Integration and management of irrigation, drainage and flood control. Volume 1B. 18th International Congress on Irrigation and Drainage, Montreal, Canada, 2002, P1
[5]   A comparative assessment of the accuracies of split-window algorithms for retrieving of land surface temperature using Landsat 8 data [J].
Arabi Aliabad, Fahime ;
Zare, Mohammad ;
Ghafarian Malamiri, Hamidreza .
MODELING EARTH SYSTEMS AND ENVIRONMENT, 2021, 7 (04) :2267-2281
[6]  
Attia S, 2017, IJRDO J AGR RES, V3, P1
[7]   A remote sensing surface energy balance algorithm for land (SEBAL) - 1. Formulation [J].
Bastiaanssen, WGM ;
Menenti, M ;
Feddes, RA ;
Holtslag, AAM .
JOURNAL OF HYDROLOGY, 1998, 212 (1-4) :198-212
[8]   Internet of Things (IoT) and Agricultural Unmanned Aerial Vehicles (UAVs) in smart farming: A comprehensive review [J].
Boursianis, Achilles D. ;
Papadopoulou, Maria S. ;
Diamantoulakis, Panagiotis ;
Liopa-Tsakalidi, Aglaia ;
Barouchas, Pantelis ;
Salahas, George ;
Karagiannidis, George ;
Wan, Shaohua ;
Goudos, Sotirios K. .
INTERNET OF THINGS, 2022, 18
[9]   On the relation between NDVI, fractional vegetation cover, and leaf area index [J].
Carlson, TN ;
Ripley, DA .
REMOTE SENSING OF ENVIRONMENT, 1997, 62 (03) :241-252
[10]   Summary of current radiometric calibration coefficients for Landsat MSS, TM, ETM+, and EO-1 ALI sensors [J].
Chander, Gyanesh ;
Markham, Brian L. ;
Helder, Dennis L. .
REMOTE SENSING OF ENVIRONMENT, 2009, 113 (05) :893-903