water stress;
thermal;
fruit quality;
airborne;
TES;
AHS;
ASTER;
remote sensing;
D O I:
10.1016/j.rse.2006.09.014
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
Work on water stress detection at tree and orchard levels using a high-spatial airborne thermal sensor is presented, showing its connection with yield and some fruit quality indicators in olive and peach commercial orchards under different irrigation regimes. Two airborne campaigns were conducted with the Airborne Hyperspectral Scanner (AHS) over olive and peach orchards located in Cordoba, southern Spain. The AHS sensor was flown at three different times on 25 July 2004 and 16 July 2005, collecting 2 in spatial resolution imagery in 80 spectral bands in the 0.43-12.5 mu m spectral range. Thermal bands were assessed for the retrieval of land surface temperature using the split-window algorithm and TES (Temperature-Emissivity-Separation) method, separating pure crowns from shadows and sunlit soil pixels using the reflectance bands. Stem water potential and stomatal conductance were measured on selected trees at the time of airborne flights over the orchards. Tree fruit yield and quality parameters such as oil, weight and water content (for the olive trees), and fruit volume and weight (for the peach trees) were obtained at harvest and through laboratory analysis. Relationships between airborne-estimated crown temperature minus air temperature and stem water potential yielded r(2) = 0.5 (12:30 GMT) at the olive tree level, and r(2) = 0.81 (9:00 GMT) at the treatment level in peach trees. These results demonstrate that water stress can be detected at the crown level even under the usual water management conditions of commercial orchards. Regressions of yield and fruit quality against remote sensing estimates of crown temperature as an indicator of water stress, yielded r(2) = 0.95 (olive fruit water content) and r(2) = 0.94 (peach fruit mean diameter). These results suggest that high-spatial remote sensing thermal imagery has potential as an indicator of some fruit quality parameters for crop field segmentation and irrigation management purposes. A simulation study using ASTER spectral bands and aggregated pixels for stress detection as a function of irrigation level was conducted in order to study the applicability of medium resolution thermal sensors for the global monitoring of open-canopy tree crops. The determination coefficients obtained between the ASTER-simulated canopy temperature minus air temperature and stem water potential yielded r(2)=0.58 (12:30 GMT) for olive trees, suggesting the potential for extrapolating these methods to ASTER satellite for global monitoring of open tree canopies. (c) 2006 Elsevier Inc. All rights reserved.
机构:
Forestry College of Gansu Agricultural University, Lanzhou,730070, China
The Engineering College of Gansu Agricultural University, Lanzhou,730070, ChinaForestry College of Gansu Agricultural University, Lanzhou,730070, China
Zhang, Rui
Cheng, Ziyong
论文数: 0引用数: 0
h-index: 0
机构:
The Engineering College of Gansu Agricultural University, Lanzhou,730070, ChinaForestry College of Gansu Agricultural University, Lanzhou,730070, China
Cheng, Ziyong
Wang, Wangtian
论文数: 0引用数: 0
h-index: 0
机构:
Life Science and Technology College of Gansu Agricultural University, Lanzhou,730070, ChinaForestry College of Gansu Agricultural University, Lanzhou,730070, China
Wang, Wangtian
Wu, Yuxia
论文数: 0引用数: 0
h-index: 0
机构:
Horticulture College of Gansu Agricultural University, Lanzhou,730070, ChinaForestry College of Gansu Agricultural University, Lanzhou,730070, China
Wu, Yuxia
Niu, Lili
论文数: 0引用数: 0
h-index: 0
机构:
Food Science and Engineering College of Gansu Agricultural University, Lanzhou,730070, ChinaForestry College of Gansu Agricultural University, Lanzhou,730070, China
Niu, Lili
Zhang, Xiaoxia
论文数: 0引用数: 0
h-index: 0
机构:
The Engineering College of Gansu Agricultural University, Lanzhou,730070, ChinaForestry College of Gansu Agricultural University, Lanzhou,730070, China
Zhang, Xiaoxia
Gao, Yang
论文数: 0引用数: 0
h-index: 0
机构:
The Engineering College of Gansu Agricultural University, Lanzhou,730070, ChinaForestry College of Gansu Agricultural University, Lanzhou,730070, China
Gao, Yang
Chen, Nana
论文数: 0引用数: 0
h-index: 0
机构:
The Engineering College of Gansu Agricultural University, Lanzhou,730070, ChinaForestry College of Gansu Agricultural University, Lanzhou,730070, China
Chen, Nana
Ma, Qimei
论文数: 0引用数: 0
h-index: 0
机构:
The Engineering College of Gansu Agricultural University, Lanzhou,730070, ChinaForestry College of Gansu Agricultural University, Lanzhou,730070, China
Ma, Qimei
Nongye Gongcheng Xuebao/Transactions of the Chinese Society of Agricultural Engineering,
2014,
30
(24):
: 105
-
113
机构:Asian Institute of Technology,Agricultural Systems and Engineering, Department of Food, Agriculture and Bioresources, School of Environment, Resources and Development
Mostak Ahmed
Hayat Ullah
论文数: 0引用数: 0
h-index: 0
机构:Asian Institute of Technology,Agricultural Systems and Engineering, Department of Food, Agriculture and Bioresources, School of Environment, Resources and Development
Hayat Ullah
Ahmed Attia
论文数: 0引用数: 0
h-index: 0
机构:Asian Institute of Technology,Agricultural Systems and Engineering, Department of Food, Agriculture and Bioresources, School of Environment, Resources and Development
Ahmed Attia
Rujira Tisarum
论文数: 0引用数: 0
h-index: 0
机构:Asian Institute of Technology,Agricultural Systems and Engineering, Department of Food, Agriculture and Bioresources, School of Environment, Resources and Development
Rujira Tisarum
Suriyan Cha-um
论文数: 0引用数: 0
h-index: 0
机构:Asian Institute of Technology,Agricultural Systems and Engineering, Department of Food, Agriculture and Bioresources, School of Environment, Resources and Development
Suriyan Cha-um
Avishek Datta
论文数: 0引用数: 0
h-index: 0
机构:Asian Institute of Technology,Agricultural Systems and Engineering, Department of Food, Agriculture and Bioresources, School of Environment, Resources and Development