Estimation of Water Stress in Grapevines Using Proximal and Remote Sensing Methods

被引:102
作者
Matese, Alessandro [1 ]
Baraldi, Rita [2 ]
Berton, Andrea [3 ]
Cesaraccio, Carla [4 ]
Di Gennaro, Salvatore Filippo [1 ]
Duce, Pierpaolo [4 ]
Facini, Osvaldo [2 ]
Mameli, Massimiliano Giuseppe [5 ]
Piga, Alessandra [4 ]
Zaldei, Alessandro [1 ]
机构
[1] Natl Res Council CNR, Inst Biometeorol IBIMET, Via Caproni 8, I-50145 Florence, Italy
[2] Natl Res Council CNR, Inst Biometeorol IBIMET, Via P Gobetti 101, I-40129 Bologna, Italy
[3] Natl Res Council CNR, Inst Clin Physiol IFC, Via Moruzzi 1, I-56124 Pisa, Italy
[4] Natl Res Council CNR, Inst Biometeorol IBIMET, Traversa La Crucca 3, I-07100 Sassari, Italy
[5] AGRIS Sardegna, Loc Bonassai SS 291 Sassari Fertilia Km 18,600, I-07100 Sassari, Italy
关键词
unmanned aerial vehicle (UAV); grapevine; crop water stress index (CWSI); stem water potential (SWP); photosynthesis; fluorescence; CHLOROPHYLL FLUORESCENCE; CANOPY TEMPERATURE; VISIBLE IMAGERY; CROP; VARIABILITY; RESPONSES; DROUGHT; INDEX; PHOTOSYNTHESIS; ULTRASTRUCTURE;
D O I
10.3390/rs10010114
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In light of climate change and its impacts on plant physiology, optimizing water usage and improving irrigation practices play a crucial role in crop management. In recent years, new optical remote sensing techniques have become widespread since they allow a non-invasive evaluation of plant water stress dynamics in a timely manner. Unmanned aerial vehicles (UAV) currently represent one of the most advanced platforms for remote sensing applications. In this study, remote and proximal sensing measurements were compared with plant physiological variables, with the aim of testing innovative services and support systems to farmers for optimizing irrigation practices and scheduling. The experiment, conducted in two vineyards located in Sardinia, Italy, consisted of two regulated deficit irrigation (RDI) treatments and two reference treatments maintained under stress and well-watered conditions. Indicators of crop water status (Crop Water Stress IndexCWSIand linear thermal index) were calculated from UAV images and ground infrared thermal images and then related to physiological measurements. The CWSI values for moderate water deficit (RDI-1) were 0.72, 0.28 and 0.43 for Vermentino', Cabernet' and Cagnulari' respectively, while for severe (RDI-2) water deficit the values were 0.90, 0.34 and 0.51. The highest differences for net photosynthetic rate (Pn) and stomatal conductance (Gs) between RDI-1 and RDI-2 were observed in Vermentino'. The highest significant correlations were found between CWSI with Pn (R = -0.80), with phi(PSII) (R = -0.49) and with Fv'/Fm' (R = -0.48) on Cagnulari', while a unique significant correlation between CWSI and non-photochemical quenching (NPQ) (R = 0.47) was found on Vermentino'. Pn, as well as the efficiency of light use by the photosystem II (PSII), declined under stress conditions and when CWSI values increased. Under the experimental water stress conditions, grapevines were able to recover their efficiency during the night, activating a photosynthetic protection mechanism such as thermal energy dissipation (NPQ) to prevent irreversible damage to the photosystem. The results presented here demonstrate that CWSI values derived from remote and proximal sensors could be valuable indicators for the assessment of the spatial variability of crop water status in Mediterranean vineyards.
引用
收藏
页数:16
相关论文
共 55 条
[11]   High Resolution Multispectral and Thermal Remote Sensing-Based Water Stress Assessment in Subsurface Irrigated Grapevines [J].
Espinoza, Carlos Zuniga ;
Khot, Lav R. ;
Sankaran, Sindhuja ;
Jacoby, Pete W. .
REMOTE SENSING, 2017, 9 (09)
[12]   Down-regulation of photosynthesis by drought under field conditions in grapevine leaves [J].
Flexas, J ;
Escalona, JM ;
Medrano, H .
AUSTRALIAN JOURNAL OF PLANT PHYSIOLOGY, 1998, 25 (08) :893-900
[13]   Effects of drought on photosynthesis in grapevines under field conditions: an evaluation of stomatal and mesophyll limitations [J].
Flexas, J ;
Bota, J ;
Escalona, JM ;
Sampol, B ;
Medrano, H .
FUNCTIONAL PLANT BIOLOGY, 2002, 29 (04) :461-471
[14]   Mesophyll conductance to CO2:: current knowledge and future prospects [J].
Flexas, Jaume ;
Ribas-Carbo, Miquel ;
Diaz-Espejo, Antonio ;
Galmes, Jeroni ;
Medrano, Hiplito .
PLANT CELL AND ENVIRONMENT, 2008, 31 (05) :602-621
[15]   Thermal data to monitor crop-water status in irrigated Mediterranean viticulture [J].
Garcia-Tejero, I. F. ;
Costa, J. M. ;
Egipto, R. ;
Duran-Zuazo, V. H. ;
Lima, R. S. N. ;
Lopes, C. M. ;
Chaves, M. M. .
AGRICULTURAL WATER MANAGEMENT, 2016, 176 :80-90
[16]   Black leaf-clips increased minimum fluorescence emission in clipped leaves exposed to high solar radiation during dark adaptation [J].
Giorio, P. .
PHOTOSYNTHETICA, 2011, 49 (03) :371-379
[17]   Development of crop water stress index of wheat crop for scheduling irrigation using infrared thermometry [J].
Gontia, N. K. ;
Tiwari, K. N. .
AGRICULTURAL WATER MANAGEMENT, 2008, 95 (10) :1144-1152
[18]   Using high resolution UAV thermal imagery to assess the variability in the water status of five fruit tree species within a commercial orchard [J].
Gonzalez-Dugo, V. ;
Zarco-Tejada, P. ;
Nicolas, E. ;
Nortes, P. A. ;
Alarcon, J. J. ;
Intrigliolo, D. S. ;
Fereres, E. .
PRECISION AGRICULTURE, 2013, 14 (06) :660-678
[19]   Almond tree canopy temperature reveals intra-crown variability that is water stress-dependent [J].
Gonzalez-Dugo, V. ;
Zarco-Tejada, P. ;
Berni, J. A. J. ;
Suarez, L. ;
Goldhamer, D. ;
Fereres, E. .
AGRICULTURAL AND FOREST METEOROLOGY, 2012, 154 :156-165
[20]   Exploring thermal imaging variables for the detection of stress responses in grapevine under different irrigation regimes [J].
Grant, Olga M. ;
Tronina, Lukasz ;
Jones, Hamlyn G. ;
Chaves, M. Manuela .
JOURNAL OF EXPERIMENTAL BOTANY, 2007, 58 (04) :815-825