Spatio-Temporal Evolution of Olive Tree Water Status Using Land Surface Temperature and Vegetation Indices Derived from Landsat 5 and 8 Satellite Imagery in Southern Peru
temperature vegetation dryness index;
normalized difference vegetation index;
soil adjusted vegetation index;
Enhanced Vegetation Index 2;
Google Earth engine;
semi-arid regions;
SOIL-MOISTURE;
PRECIPITATION;
IRRIGATION;
TACNA;
D O I:
10.3390/agriculture14050662
中图分类号:
S3 [农学(农艺学)];
学科分类号:
0901 ;
摘要:
Land surface temperature (LST) and its relationship with vegetation indices (VIs) have proven to be effective for monitoring water stress in large-scale crops. Therefore, the objective of this study is to find an appropriate VI to analyse the spatio-temporal evolution of olive water stress using LST images and VIs derived from Landsat 5 and 8 satellites in the semi-arid region of southern Peru. For this purpose, VIs (Normalised Difference Vegetation Index (NDVI), Enhanced Vegetation Index 2 (EVI2) and Soil Adjusted Vegetation Index (SAVI)) and LST were calculated. The information was processed in Google Earth Engine (GEE) for the period 1985 to 2024, with an interval of every five years for the summer season. The triangle method was applied based on the LST-VIs scatterplot analysis, a tool that establishes wet and dry boundary conditions for the Temperature Vegetation Dryness Index (TVDI). The results indicated a better appreciation of olive orchard water stress over time, with an average of 39% drought (TVDINDVI and TVDISAVI), 24% severe drought (TVDINDVI) and 25% (TVDISAVI) of the total area, compared to TVDIEVI2, which showed 37% drought and 16% severe drought. It is concluded that TVDINDVI and TVDISAVI provide a better visualisation of the water stress map of the olive crop and offer a range of options to address current and future problems in water resource management in the olive sector in semi-arid areas of southern Peru.
机构:
City Univ Hong Kong, Low Carbon & Climate Impact Res Ctr, Sch Energy & Environm, Kowloon, Hong Kong, Peoples R China
Griffith Univ, Australian Rivers Inst, Nathan, Qld 4111, AustraliaCity Univ Hong Kong, Low Carbon & Climate Impact Res Ctr, Sch Energy & Environm, Kowloon, Hong Kong, Peoples R China
Adeyeri, Oluwafemi E.
;
Folorunsho, Akinleye H.
论文数: 0引用数: 0
h-index: 0
机构:
Baylor Univ, Dept Environm Sci, Waco, TX USACity Univ Hong Kong, Low Carbon & Climate Impact Res Ctr, Sch Energy & Environm, Kowloon, Hong Kong, Peoples R China
Folorunsho, Akinleye H.
;
Ayegbusi, Kayode I.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Dept Earth & Environm Sci, Chicago, IL USACity Univ Hong Kong, Low Carbon & Climate Impact Res Ctr, Sch Energy & Environm, Kowloon, Hong Kong, Peoples R China
Ayegbusi, Kayode I.
;
Bobde, Vishal
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Dept Earth & Environm Sci, Chicago, IL USACity Univ Hong Kong, Low Carbon & Climate Impact Res Ctr, Sch Energy & Environm, Kowloon, Hong Kong, Peoples R China
Bobde, Vishal
;
Adeliyi, Tolulope E.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Dept Earth & Environm Sci, Chicago, IL USACity Univ Hong Kong, Low Carbon & Climate Impact Res Ctr, Sch Energy & Environm, Kowloon, Hong Kong, Peoples R China
Adeliyi, Tolulope E.
;
Ndehedehe, Christopher E.
论文数: 0引用数: 0
h-index: 0
机构:
Griffith Univ, Australian Rivers Inst, Nathan, Qld 4111, Australia
Griffith Univ, Sch Environm & Sci, Nathan, Qld 4111, AustraliaCity Univ Hong Kong, Low Carbon & Climate Impact Res Ctr, Sch Energy & Environm, Kowloon, Hong Kong, Peoples R China
Ndehedehe, Christopher E.
;
Akinsanola, Akintomide A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Dept Earth & Environm Sci, Chicago, IL USA
Argonne Natl Lab, Environm Sci Div, Lemont, IL USACity Univ Hong Kong, Low Carbon & Climate Impact Res Ctr, Sch Energy & Environm, Kowloon, Hong Kong, Peoples R China
机构:
Ningxia Univ, Breeding Base State Key Lab Land Degradat & Ecol, Key Lab Restorat & Reconstruct Degraded Ecosyst N, Minist Educ, Yinchuan 750021, Peoples R ChinaNingxia Univ, Breeding Base State Key Lab Land Degradat & Ecol, Key Lab Restorat & Reconstruct Degraded Ecosyst N, Minist Educ, Yinchuan 750021, Peoples R China
Du, Lingtong
;
Song, Naiping
论文数: 0引用数: 0
h-index: 0
机构:
Ningxia Univ, Breeding Base State Key Lab Land Degradat & Ecol, Key Lab Restorat & Reconstruct Degraded Ecosyst N, Minist Educ, Yinchuan 750021, Peoples R ChinaNingxia Univ, Breeding Base State Key Lab Land Degradat & Ecol, Key Lab Restorat & Reconstruct Degraded Ecosyst N, Minist Educ, Yinchuan 750021, Peoples R China
Song, Naiping
;
Liu, Ke
论文数: 0引用数: 0
h-index: 0
机构:
Ningxia Univ, Breeding Base State Key Lab Land Degradat & Ecol, Key Lab Restorat & Reconstruct Degraded Ecosyst N, Minist Educ, Yinchuan 750021, Peoples R ChinaNingxia Univ, Breeding Base State Key Lab Land Degradat & Ecol, Key Lab Restorat & Reconstruct Degraded Ecosyst N, Minist Educ, Yinchuan 750021, Peoples R China
Liu, Ke
;
Hou, Jing
论文数: 0引用数: 0
h-index: 0
机构:
Ningxia Univ, Breeding Base State Key Lab Land Degradat & Ecol, Key Lab Restorat & Reconstruct Degraded Ecosyst N, Minist Educ, Yinchuan 750021, Peoples R ChinaNingxia Univ, Breeding Base State Key Lab Land Degradat & Ecol, Key Lab Restorat & Reconstruct Degraded Ecosyst N, Minist Educ, Yinchuan 750021, Peoples R China
Hou, Jing
;
Hu, Yue
论文数: 0引用数: 0
h-index: 0
机构:
Ningxia Univ, Breeding Base State Key Lab Land Degradat & Ecol, Key Lab Restorat & Reconstruct Degraded Ecosyst N, Minist Educ, Yinchuan 750021, Peoples R ChinaNingxia Univ, Breeding Base State Key Lab Land Degradat & Ecol, Key Lab Restorat & Reconstruct Degraded Ecosyst N, Minist Educ, Yinchuan 750021, Peoples R China
Hu, Yue
;
Zhu, Yuguo
论文数: 0引用数: 0
h-index: 0
机构:
Ningxia Univ, Breeding Base State Key Lab Land Degradat & Ecol, Key Lab Restorat & Reconstruct Degraded Ecosyst N, Minist Educ, Yinchuan 750021, Peoples R ChinaNingxia Univ, Breeding Base State Key Lab Land Degradat & Ecol, Key Lab Restorat & Reconstruct Degraded Ecosyst N, Minist Educ, Yinchuan 750021, Peoples R China
Zhu, Yuguo
;
Wang, Xinyun
论文数: 0引用数: 0
h-index: 0
机构:
Ningxia Univ, Breeding Base State Key Lab Land Degradat & Ecol, Key Lab Restorat & Reconstruct Degraded Ecosyst N, Minist Educ, Yinchuan 750021, Peoples R ChinaNingxia Univ, Breeding Base State Key Lab Land Degradat & Ecol, Key Lab Restorat & Reconstruct Degraded Ecosyst N, Minist Educ, Yinchuan 750021, Peoples R China
Wang, Xinyun
;
Wang, Lei
论文数: 0引用数: 0
h-index: 0
机构:
Ningxia Univ, Breeding Base State Key Lab Land Degradat & Ecol, Key Lab Restorat & Reconstruct Degraded Ecosyst N, Minist Educ, Yinchuan 750021, Peoples R ChinaNingxia Univ, Breeding Base State Key Lab Land Degradat & Ecol, Key Lab Restorat & Reconstruct Degraded Ecosyst N, Minist Educ, Yinchuan 750021, Peoples R China
Wang, Lei
;
Guo, Yige
论文数: 0引用数: 0
h-index: 0
机构:
Ningxia Univ, Breeding Base State Key Lab Land Degradat & Ecol, Key Lab Restorat & Reconstruct Degraded Ecosyst N, Minist Educ, Yinchuan 750021, Peoples R ChinaNingxia Univ, Breeding Base State Key Lab Land Degradat & Ecol, Key Lab Restorat & Reconstruct Degraded Ecosyst N, Minist Educ, Yinchuan 750021, Peoples R China
机构:
Inst Portugues Mar & Atmosfera IPMA, P-1749077 Lisbon, Portugal
Univ Lisbon, Fac Ciencias, Inst Dom Luiz IDL, P-1749016 Lisbon, PortugalInst Portugues Mar & Atmosfera IPMA, P-1749077 Lisbon, Portugal
Ermida, Sofia L.
;
Soares, Patricia
论文数: 0引用数: 0
h-index: 0
机构:
Univ Coimbra, Dept Earth Sci, P-3030790 Coimbra, PortugalInst Portugues Mar & Atmosfera IPMA, P-1749077 Lisbon, Portugal
Soares, Patricia
;
Mantas, Vasco
论文数: 0引用数: 0
h-index: 0
机构:
Univ Coimbra, Dept Earth Sci, P-3030790 Coimbra, PortugalInst Portugues Mar & Atmosfera IPMA, P-1749077 Lisbon, Portugal
Mantas, Vasco
;
Goettsche, Frank-M
论文数: 0引用数: 0
h-index: 0
机构:
Karlsruhe Inst Technol KIT, Inst Meteorol & Climate Res IMK ASF, D-76021 Karlsruhe, GermanyInst Portugues Mar & Atmosfera IPMA, P-1749077 Lisbon, Portugal
Goettsche, Frank-M
;
Trigo, Isabel E.
论文数: 0引用数: 0
h-index: 0
机构:
Inst Portugues Mar & Atmosfera IPMA, P-1749077 Lisbon, Portugal
Univ Lisbon, Fac Ciencias, Inst Dom Luiz IDL, P-1749016 Lisbon, PortugalInst Portugues Mar & Atmosfera IPMA, P-1749077 Lisbon, Portugal
机构:
City Univ Hong Kong, Low Carbon & Climate Impact Res Ctr, Sch Energy & Environm, Kowloon, Hong Kong, Peoples R China
Griffith Univ, Australian Rivers Inst, Nathan, Qld 4111, AustraliaCity Univ Hong Kong, Low Carbon & Climate Impact Res Ctr, Sch Energy & Environm, Kowloon, Hong Kong, Peoples R China
Adeyeri, Oluwafemi E.
;
Folorunsho, Akinleye H.
论文数: 0引用数: 0
h-index: 0
机构:
Baylor Univ, Dept Environm Sci, Waco, TX USACity Univ Hong Kong, Low Carbon & Climate Impact Res Ctr, Sch Energy & Environm, Kowloon, Hong Kong, Peoples R China
Folorunsho, Akinleye H.
;
Ayegbusi, Kayode I.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Dept Earth & Environm Sci, Chicago, IL USACity Univ Hong Kong, Low Carbon & Climate Impact Res Ctr, Sch Energy & Environm, Kowloon, Hong Kong, Peoples R China
Ayegbusi, Kayode I.
;
Bobde, Vishal
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Dept Earth & Environm Sci, Chicago, IL USACity Univ Hong Kong, Low Carbon & Climate Impact Res Ctr, Sch Energy & Environm, Kowloon, Hong Kong, Peoples R China
Bobde, Vishal
;
Adeliyi, Tolulope E.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Dept Earth & Environm Sci, Chicago, IL USACity Univ Hong Kong, Low Carbon & Climate Impact Res Ctr, Sch Energy & Environm, Kowloon, Hong Kong, Peoples R China
Adeliyi, Tolulope E.
;
Ndehedehe, Christopher E.
论文数: 0引用数: 0
h-index: 0
机构:
Griffith Univ, Australian Rivers Inst, Nathan, Qld 4111, Australia
Griffith Univ, Sch Environm & Sci, Nathan, Qld 4111, AustraliaCity Univ Hong Kong, Low Carbon & Climate Impact Res Ctr, Sch Energy & Environm, Kowloon, Hong Kong, Peoples R China
Ndehedehe, Christopher E.
;
Akinsanola, Akintomide A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Dept Earth & Environm Sci, Chicago, IL USA
Argonne Natl Lab, Environm Sci Div, Lemont, IL USACity Univ Hong Kong, Low Carbon & Climate Impact Res Ctr, Sch Energy & Environm, Kowloon, Hong Kong, Peoples R China
机构:
Ningxia Univ, Breeding Base State Key Lab Land Degradat & Ecol, Key Lab Restorat & Reconstruct Degraded Ecosyst N, Minist Educ, Yinchuan 750021, Peoples R ChinaNingxia Univ, Breeding Base State Key Lab Land Degradat & Ecol, Key Lab Restorat & Reconstruct Degraded Ecosyst N, Minist Educ, Yinchuan 750021, Peoples R China
Du, Lingtong
;
Song, Naiping
论文数: 0引用数: 0
h-index: 0
机构:
Ningxia Univ, Breeding Base State Key Lab Land Degradat & Ecol, Key Lab Restorat & Reconstruct Degraded Ecosyst N, Minist Educ, Yinchuan 750021, Peoples R ChinaNingxia Univ, Breeding Base State Key Lab Land Degradat & Ecol, Key Lab Restorat & Reconstruct Degraded Ecosyst N, Minist Educ, Yinchuan 750021, Peoples R China
Song, Naiping
;
Liu, Ke
论文数: 0引用数: 0
h-index: 0
机构:
Ningxia Univ, Breeding Base State Key Lab Land Degradat & Ecol, Key Lab Restorat & Reconstruct Degraded Ecosyst N, Minist Educ, Yinchuan 750021, Peoples R ChinaNingxia Univ, Breeding Base State Key Lab Land Degradat & Ecol, Key Lab Restorat & Reconstruct Degraded Ecosyst N, Minist Educ, Yinchuan 750021, Peoples R China
Liu, Ke
;
Hou, Jing
论文数: 0引用数: 0
h-index: 0
机构:
Ningxia Univ, Breeding Base State Key Lab Land Degradat & Ecol, Key Lab Restorat & Reconstruct Degraded Ecosyst N, Minist Educ, Yinchuan 750021, Peoples R ChinaNingxia Univ, Breeding Base State Key Lab Land Degradat & Ecol, Key Lab Restorat & Reconstruct Degraded Ecosyst N, Minist Educ, Yinchuan 750021, Peoples R China
Hou, Jing
;
Hu, Yue
论文数: 0引用数: 0
h-index: 0
机构:
Ningxia Univ, Breeding Base State Key Lab Land Degradat & Ecol, Key Lab Restorat & Reconstruct Degraded Ecosyst N, Minist Educ, Yinchuan 750021, Peoples R ChinaNingxia Univ, Breeding Base State Key Lab Land Degradat & Ecol, Key Lab Restorat & Reconstruct Degraded Ecosyst N, Minist Educ, Yinchuan 750021, Peoples R China
Hu, Yue
;
Zhu, Yuguo
论文数: 0引用数: 0
h-index: 0
机构:
Ningxia Univ, Breeding Base State Key Lab Land Degradat & Ecol, Key Lab Restorat & Reconstruct Degraded Ecosyst N, Minist Educ, Yinchuan 750021, Peoples R ChinaNingxia Univ, Breeding Base State Key Lab Land Degradat & Ecol, Key Lab Restorat & Reconstruct Degraded Ecosyst N, Minist Educ, Yinchuan 750021, Peoples R China
Zhu, Yuguo
;
Wang, Xinyun
论文数: 0引用数: 0
h-index: 0
机构:
Ningxia Univ, Breeding Base State Key Lab Land Degradat & Ecol, Key Lab Restorat & Reconstruct Degraded Ecosyst N, Minist Educ, Yinchuan 750021, Peoples R ChinaNingxia Univ, Breeding Base State Key Lab Land Degradat & Ecol, Key Lab Restorat & Reconstruct Degraded Ecosyst N, Minist Educ, Yinchuan 750021, Peoples R China
Wang, Xinyun
;
Wang, Lei
论文数: 0引用数: 0
h-index: 0
机构:
Ningxia Univ, Breeding Base State Key Lab Land Degradat & Ecol, Key Lab Restorat & Reconstruct Degraded Ecosyst N, Minist Educ, Yinchuan 750021, Peoples R ChinaNingxia Univ, Breeding Base State Key Lab Land Degradat & Ecol, Key Lab Restorat & Reconstruct Degraded Ecosyst N, Minist Educ, Yinchuan 750021, Peoples R China
Wang, Lei
;
Guo, Yige
论文数: 0引用数: 0
h-index: 0
机构:
Ningxia Univ, Breeding Base State Key Lab Land Degradat & Ecol, Key Lab Restorat & Reconstruct Degraded Ecosyst N, Minist Educ, Yinchuan 750021, Peoples R ChinaNingxia Univ, Breeding Base State Key Lab Land Degradat & Ecol, Key Lab Restorat & Reconstruct Degraded Ecosyst N, Minist Educ, Yinchuan 750021, Peoples R China
机构:
Inst Portugues Mar & Atmosfera IPMA, P-1749077 Lisbon, Portugal
Univ Lisbon, Fac Ciencias, Inst Dom Luiz IDL, P-1749016 Lisbon, PortugalInst Portugues Mar & Atmosfera IPMA, P-1749077 Lisbon, Portugal
Ermida, Sofia L.
;
Soares, Patricia
论文数: 0引用数: 0
h-index: 0
机构:
Univ Coimbra, Dept Earth Sci, P-3030790 Coimbra, PortugalInst Portugues Mar & Atmosfera IPMA, P-1749077 Lisbon, Portugal
Soares, Patricia
;
Mantas, Vasco
论文数: 0引用数: 0
h-index: 0
机构:
Univ Coimbra, Dept Earth Sci, P-3030790 Coimbra, PortugalInst Portugues Mar & Atmosfera IPMA, P-1749077 Lisbon, Portugal
Mantas, Vasco
;
Goettsche, Frank-M
论文数: 0引用数: 0
h-index: 0
机构:
Karlsruhe Inst Technol KIT, Inst Meteorol & Climate Res IMK ASF, D-76021 Karlsruhe, GermanyInst Portugues Mar & Atmosfera IPMA, P-1749077 Lisbon, Portugal
Goettsche, Frank-M
;
Trigo, Isabel E.
论文数: 0引用数: 0
h-index: 0
机构:
Inst Portugues Mar & Atmosfera IPMA, P-1749077 Lisbon, Portugal
Univ Lisbon, Fac Ciencias, Inst Dom Luiz IDL, P-1749016 Lisbon, PortugalInst Portugues Mar & Atmosfera IPMA, P-1749077 Lisbon, Portugal