Crop water stress index derived from multi-year ground and aerial thermal images as an indicator of potato water status

被引:103
作者
Rud, Ronit [1 ]
Cohen, Y. [1 ]
Alchanatis, V. [1 ]
Levi, A. [1 ]
Brikman, R. [1 ]
Shenderey, C. [1 ]
Heuer, B. [2 ]
Markovitch, T. [2 ]
Dar, Z. [3 ]
Rosen, C. [4 ]
Mulla, D. [4 ]
Nigon, T. [4 ]
机构
[1] Agr Res Org, Volcani Ctr, Inst Agr Engn, IL-50250 Bet Dagan, Israel
[2] Agr Res Org, Volcani Ctr, Inst Soil Water & Environm Sci, IL-50250 Bet Dagan, Israel
[3] Minist Agr State Israel, Agr Extens Serv, Bet Dagan, Israel
[4] Univ Minnesota, Dept Soil Water & Climate, St Paul, MN 55108 USA
关键词
Potato; CWSI; Water stress; Remote sensing; Thermography; Irrigation; POTENTIAL MEASUREMENTS; PRESSURE CHAMBER; LEAF; TEMPERATURE; MANAGEMENT; COTTON;
D O I
10.1007/s11119-014-9351-z
中图分类号
S [农业科学];
学科分类号
09 ;
摘要
Potato yield and quality are highly dependent on an adequate supply of water. In this study, 3 years of information from thermal and RGB images were collected to evaluate water status in potato fields. Irrigation experiments were conducted in commercial potato fields (Desiree; drippers). Two water-deficit scenarios were tested: a short-term water deficit (by suppressing irrigation for a number of days before image acquisition), and a long-term cumulative water deficit. Ground and aerial images were acquired in various phenological stages along the potato growing season. Effects of irrigation treatments were recorded by thermal indices and biophysical measurements of stomatal conductance (SC), leaf water potential, leaf osmotic potential and gravimetric water potential in soil. Canopy temperature was delineated from the thermal images with and without fused information from the RGB image. Crop water stress index (CWSI) was calculated, using three forms of minimum baseline temperature: empirical, theoretical and statistical. An empirical evaluation of maximum baseline temperature of Tair + 7 A degrees C was used in all CWSI forms examined. Statistical tests and comparison of CWSI with biophysical measurements were performed to evaluate the responses to irrigation treatments. The results indicated a high correlation of CWSI with SC from tuber initiation to maturity based on ground and aerial data (0.64 a parts per thousand currency sign R-2 a parts per thousand currency sign 0.99). Similar trends of increasing CWSI from well to deficit-irrigated treatments were found in all three growing seasons. The results also showed that CWSI may be calculated based merely on thermal imagery data.
引用
收藏
页码:273 / 289
页数:17
相关论文
共 28 条
[1]   Evaluation of different approaches for estimating and mapping crop water status in cotton with thermal imaging [J].
Alchanatis, V. ;
Cohen, Y. ;
Cohen, S. ;
Moller, M. ;
Sprinstin, M. ;
Meron, M. ;
Tsipris, J. ;
Saranga, Y. ;
Sela, E. .
PRECISION AGRICULTURE, 2010, 11 (01) :27-41
[2]  
Bailey R.J., 2000, Management of nitrogen and water in potato production, P206
[3]   Evaluating water stress in irrigated olives: correlation of soil water status, tree water status, and thermal imagery [J].
Ben-Gal, Alon ;
Agam, Nurit ;
Alchanatis, Victor ;
Cohen, Yafit ;
Yermiyahu, Uri ;
Zipori, Isaac ;
Presnov, Eugene ;
Sprintsin, Michael ;
Dag, Arnon .
IRRIGATION SCIENCE, 2009, 27 (05) :367-376
[4]   Mapping canopy conductance and CWSI in olive orchards using high resolution thermal remote sensing imagery [J].
Berni, J. A. J. ;
Zarco-Tejada, P. J. ;
Sepulcre-Canto, G. ;
Fereres, E. ;
Villalobos, F. .
REMOTE SENSING OF ENVIRONMENT, 2009, 113 (11) :2380-2388
[5]   Estimation of leaf water potential by thermal imagery and spatial analysis [J].
Cohen, Y ;
Alchanatis, V ;
Meron, M ;
Saranga, Y ;
Tsipris, J .
JOURNAL OF EXPERIMENTAL BOTANY, 2005, 56 (417) :1843-1852
[6]   Yield, water use efficiency and nitrogen uptake in potato: influence of drought stress [J].
DallaCosta, L ;
DelleVedove, G ;
Gianquinto, G ;
Giovanardi, R ;
Peressotti, A .
POTATO RESEARCH, 1997, 40 (01) :19-34
[7]   INFRARED MEASUREMENT OF CANOPY TEMPERATURE AND DETECTION OF PLANT WATER-STRESS [J].
FUCHS, M .
THEORETICAL AND APPLIED CLIMATOLOGY, 1990, 42 (04) :253-261
[8]   POTATO LEAF AND TUBER WATER POTENTIAL MEASUREMENTS WITH A PRESSURE CHAMBER [J].
GANDAR, PW ;
TANNER, CB .
AMERICAN POTATO JOURNAL, 1976, 53 (01) :1-14
[9]   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
[10]   GROWTH AND DEVELOPMENT OF POTATOES UNDER SALINITY AND WATER-DEFICIT [J].
HEUER, B ;
NADLER, A .
AUSTRALIAN JOURNAL OF AGRICULTURAL RESEARCH, 1995, 46 (07) :1477-1486