The comparison between remotely-sensed vegetation indices of Meteosat second generation satellite and temperature-based agrometeorological indices for monitoring of main crops in the northeast of Iran
The main crops of northeast region of Iran are grapes and apples, which in this research we compared the fourteen remotely sensed vegetation index from MSG1 ( IODC ) satellite with several temperature-based agrometeorological indices of which comparative results in this article can be generalized to...
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description | The main crops of northeast region of Iran are grapes and apples, which in this research we compared the fourteen remotely sensed vegetation index from
MSG1
(
IODC
) satellite with several temperature-based agrometeorological indices of which comparative results in this article can be generalized to similar climatic regions. The agrometeorological indices and parameters used in the present article are the
heating unit
, the
photothermal unit
, the
vapor pressure deficit
, the
photo-temperature
,
Nycto-temperature
, and the
cumulative precipitation
. Also, remotely sensed vegetation indices are
NDVI
,
MSAVI
,
PVI
,
SAVI
,
SR
,
MSR
,
RDVI
,
NLI
,
RVI
,
GEMI
,
DVI
,
MNLI
,
SR × NDVI
, and
SR × SAVI
. In this article, the values of agrometeorological and remotely sensed vegetation indices in two understudy regions, i.e., Bojnourd and Shirvan were compared, and the correlation coefficient between two mentioned coordinates was calculated. The time series charts of these indices for vineyards and apple orchards have shown an unanticipated oscillation with continuous high and low values, whereas the agrometeorological indices increase, remotely sensed vegetation indices raising. There is no specific relationship between cumulative precipitation and remote sensing indices in apples, as the trees in the study area are irrigated. The maximum
R
2
coefficient belongs to the
NDVI
,
MSR
,
SAVI
, and
MSAVI
. In the final, due to the high correlation of the NDVI with the agrometeorological indices, for verification, the
NDVI
product of the
MODIS
(
MOD13C1
) and
MET8
(
MSGNDVD
) is used. Thus, these four indices can be used as parallel or alternative monitoring of temperature-based agrometeorological indices. |
doi_str_mv | 10.1007/s12517-020-05466-9 |
format | Article |
fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_journals_2415010598</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2415010598</sourcerecordid><originalsourceid>FETCH-LOGICAL-c319t-6e6c64e85036421e04fdc98997945115ac1ef1df2cdacfd37076b84c122725123</originalsourceid><addsrcrecordid>eNp9UclOwzAQjRBIlMIPcLLEOWA7m3NEFZsE4lLOlutMgqvEDmMX1D_ks3AIghunGfktM56XJOeMXjJKqyvPeMGqlHKa0iIvy7Q-SBZMxKYqMnH42zN2nJx4v6W0FLQSi-Rz_QpEu2FUaLyzZAPhA8AShMEF6PepB-uhIe_QQVDBRIqxjdHgiWvJEwRwXgXiQTvbkA4s4MyKr9D3JgBREQgwjBOyQ0g3ajJUHbphkqPrXWe06n-NW4dkcNYEh8Z205xBGUs0utFHEglxZeswFuXDBD-gsqfJUat6D2c_dZm83N6sV_fp4_Pdw-r6MdUZq0NaQqnLHERBszLnDGjeNroWdV3VebxOoTSDljUt143SbZNVtCo3IteM8yqemGfL5GL2HdG97cAHuXU7tHGk5DkrKKNFLSKLz6y4tPcIrRzRDAr3klE5JSbnxGRMTH4nJusoymaRH6ePA_5Z_6P6AmYanuA</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2415010598</pqid></control><display><type>article</type><title>The comparison between remotely-sensed vegetation indices of Meteosat second generation satellite and temperature-based agrometeorological indices for monitoring of main crops in the northeast of Iran</title><source>SpringerLink Journals - AutoHoldings</source><creator>Hadizadeh, Mostafa ; Rahnama, Mehdi ; Adine Poor, Hadi ; Hesari, Behnam ; Kazemi, Mona</creator><creatorcontrib>Hadizadeh, Mostafa ; Rahnama, Mehdi ; Adine Poor, Hadi ; Hesari, Behnam ; Kazemi, Mona</creatorcontrib><description>The main crops of northeast region of Iran are grapes and apples, which in this research we compared the fourteen remotely sensed vegetation index from
MSG1
(
IODC
) satellite with several temperature-based agrometeorological indices of which comparative results in this article can be generalized to similar climatic regions. The agrometeorological indices and parameters used in the present article are the
heating unit
, the
photothermal unit
, the
vapor pressure deficit
, the
photo-temperature
,
Nycto-temperature
, and the
cumulative precipitation
. Also, remotely sensed vegetation indices are
NDVI
,
MSAVI
,
PVI
,
SAVI
,
SR
,
MSR
,
RDVI
,
NLI
,
RVI
,
GEMI
,
DVI
,
MNLI
,
SR × NDVI
, and
SR × SAVI
. In this article, the values of agrometeorological and remotely sensed vegetation indices in two understudy regions, i.e., Bojnourd and Shirvan were compared, and the correlation coefficient between two mentioned coordinates was calculated. The time series charts of these indices for vineyards and apple orchards have shown an unanticipated oscillation with continuous high and low values, whereas the agrometeorological indices increase, remotely sensed vegetation indices raising. There is no specific relationship between cumulative precipitation and remote sensing indices in apples, as the trees in the study area are irrigated. The maximum
R
2
coefficient belongs to the
NDVI
,
MSR
,
SAVI
, and
MSAVI
. In the final, due to the high correlation of the NDVI with the agrometeorological indices, for verification, the
NDVI
product of the
MODIS
(
MOD13C1
) and
MET8
(
MSGNDVD
) is used. Thus, these four indices can be used as parallel or alternative monitoring of temperature-based agrometeorological indices.</description><identifier>ISSN: 1866-7511</identifier><identifier>EISSN: 1866-7538</identifier><identifier>DOI: 10.1007/s12517-020-05466-9</identifier><language>eng</language><publisher>Cham: Springer International Publishing</publisher><subject>Apples ; Correlation coefficient ; Correlation coefficients ; Crops ; Earth and Environmental Science ; Earth science ; Earth Sciences ; Mathematical analysis ; Monitoring ; Orchards ; Original Paper ; Precipitation ; Regions ; Remote sensing ; Satellites ; Temperature ; Vapor pressure ; Vapour pressure ; Vegetation ; Vegetation index ; Vineyards</subject><ispartof>Arabian journal of geosciences, 2020-07, Vol.13 (13), Article 509</ispartof><rights>Saudi Society for Geosciences 2020</rights><rights>Saudi Society for Geosciences 2020.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c319t-6e6c64e85036421e04fdc98997945115ac1ef1df2cdacfd37076b84c122725123</citedby><cites>FETCH-LOGICAL-c319t-6e6c64e85036421e04fdc98997945115ac1ef1df2cdacfd37076b84c122725123</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s12517-020-05466-9$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s12517-020-05466-9$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,780,784,27923,27924,41487,42556,51318</link.rule.ids></links><search><creatorcontrib>Hadizadeh, Mostafa</creatorcontrib><creatorcontrib>Rahnama, Mehdi</creatorcontrib><creatorcontrib>Adine Poor, Hadi</creatorcontrib><creatorcontrib>Hesari, Behnam</creatorcontrib><creatorcontrib>Kazemi, Mona</creatorcontrib><title>The comparison between remotely-sensed vegetation indices of Meteosat second generation satellite and temperature-based agrometeorological indices for monitoring of main crops in the northeast of Iran</title><title>Arabian journal of geosciences</title><addtitle>Arab J Geosci</addtitle><description>The main crops of northeast region of Iran are grapes and apples, which in this research we compared the fourteen remotely sensed vegetation index from
MSG1
(
IODC
) satellite with several temperature-based agrometeorological indices of which comparative results in this article can be generalized to similar climatic regions. The agrometeorological indices and parameters used in the present article are the
heating unit
, the
photothermal unit
, the
vapor pressure deficit
, the
photo-temperature
,
Nycto-temperature
, and the
cumulative precipitation
. Also, remotely sensed vegetation indices are
NDVI
,
MSAVI
,
PVI
,
SAVI
,
SR
,
MSR
,
RDVI
,
NLI
,
RVI
,
GEMI
,
DVI
,
MNLI
,
SR × NDVI
, and
SR × SAVI
. In this article, the values of agrometeorological and remotely sensed vegetation indices in two understudy regions, i.e., Bojnourd and Shirvan were compared, and the correlation coefficient between two mentioned coordinates was calculated. The time series charts of these indices for vineyards and apple orchards have shown an unanticipated oscillation with continuous high and low values, whereas the agrometeorological indices increase, remotely sensed vegetation indices raising. There is no specific relationship between cumulative precipitation and remote sensing indices in apples, as the trees in the study area are irrigated. The maximum
R
2
coefficient belongs to the
NDVI
,
MSR
,
SAVI
, and
MSAVI
. In the final, due to the high correlation of the NDVI with the agrometeorological indices, for verification, the
NDVI
product of the
MODIS
(
MOD13C1
) and
MET8
(
MSGNDVD
) is used. Thus, these four indices can be used as parallel or alternative monitoring of temperature-based agrometeorological indices.</description><subject>Apples</subject><subject>Correlation coefficient</subject><subject>Correlation coefficients</subject><subject>Crops</subject><subject>Earth and Environmental Science</subject><subject>Earth science</subject><subject>Earth Sciences</subject><subject>Mathematical analysis</subject><subject>Monitoring</subject><subject>Orchards</subject><subject>Original Paper</subject><subject>Precipitation</subject><subject>Regions</subject><subject>Remote sensing</subject><subject>Satellites</subject><subject>Temperature</subject><subject>Vapor pressure</subject><subject>Vapour pressure</subject><subject>Vegetation</subject><subject>Vegetation index</subject><subject>Vineyards</subject><issn>1866-7511</issn><issn>1866-7538</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><recordid>eNp9UclOwzAQjRBIlMIPcLLEOWA7m3NEFZsE4lLOlutMgqvEDmMX1D_ks3AIghunGfktM56XJOeMXjJKqyvPeMGqlHKa0iIvy7Q-SBZMxKYqMnH42zN2nJx4v6W0FLQSi-Rz_QpEu2FUaLyzZAPhA8AShMEF6PepB-uhIe_QQVDBRIqxjdHgiWvJEwRwXgXiQTvbkA4s4MyKr9D3JgBREQgwjBOyQ0g3ajJUHbphkqPrXWe06n-NW4dkcNYEh8Z205xBGUs0utFHEglxZeswFuXDBD-gsqfJUat6D2c_dZm83N6sV_fp4_Pdw-r6MdUZq0NaQqnLHERBszLnDGjeNroWdV3VebxOoTSDljUt143SbZNVtCo3IteM8yqemGfL5GL2HdG97cAHuXU7tHGk5DkrKKNFLSKLz6y4tPcIrRzRDAr3klE5JSbnxGRMTH4nJusoymaRH6ePA_5Z_6P6AmYanuA</recordid><startdate>20200701</startdate><enddate>20200701</enddate><creator>Hadizadeh, Mostafa</creator><creator>Rahnama, Mehdi</creator><creator>Adine Poor, Hadi</creator><creator>Hesari, Behnam</creator><creator>Kazemi, Mona</creator><general>Springer International Publishing</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7UA</scope><scope>C1K</scope><scope>F1W</scope><scope>H96</scope><scope>L.G</scope></search><sort><creationdate>20200701</creationdate><title>The comparison between remotely-sensed vegetation indices of Meteosat second generation satellite and temperature-based agrometeorological indices for monitoring of main crops in the northeast of Iran</title><author>Hadizadeh, Mostafa ; Rahnama, Mehdi ; Adine Poor, Hadi ; Hesari, Behnam ; Kazemi, Mona</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c319t-6e6c64e85036421e04fdc98997945115ac1ef1df2cdacfd37076b84c122725123</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Apples</topic><topic>Correlation coefficient</topic><topic>Correlation coefficients</topic><topic>Crops</topic><topic>Earth and Environmental Science</topic><topic>Earth science</topic><topic>Earth Sciences</topic><topic>Mathematical analysis</topic><topic>Monitoring</topic><topic>Orchards</topic><topic>Original Paper</topic><topic>Precipitation</topic><topic>Regions</topic><topic>Remote sensing</topic><topic>Satellites</topic><topic>Temperature</topic><topic>Vapor pressure</topic><topic>Vapour pressure</topic><topic>Vegetation</topic><topic>Vegetation index</topic><topic>Vineyards</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Hadizadeh, Mostafa</creatorcontrib><creatorcontrib>Rahnama, Mehdi</creatorcontrib><creatorcontrib>Adine Poor, Hadi</creatorcontrib><creatorcontrib>Hesari, Behnam</creatorcontrib><creatorcontrib>Kazemi, Mona</creatorcontrib><collection>CrossRef</collection><collection>Water Resources Abstracts</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Professional</collection><jtitle>Arabian journal of geosciences</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Hadizadeh, Mostafa</au><au>Rahnama, Mehdi</au><au>Adine Poor, Hadi</au><au>Hesari, Behnam</au><au>Kazemi, Mona</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The comparison between remotely-sensed vegetation indices of Meteosat second generation satellite and temperature-based agrometeorological indices for monitoring of main crops in the northeast of Iran</atitle><jtitle>Arabian journal of geosciences</jtitle><stitle>Arab J Geosci</stitle><date>2020-07-01</date><risdate>2020</risdate><volume>13</volume><issue>13</issue><artnum>509</artnum><issn>1866-7511</issn><eissn>1866-7538</eissn><abstract>The main crops of northeast region of Iran are grapes and apples, which in this research we compared the fourteen remotely sensed vegetation index from
MSG1
(
IODC
) satellite with several temperature-based agrometeorological indices of which comparative results in this article can be generalized to similar climatic regions. The agrometeorological indices and parameters used in the present article are the
heating unit
, the
photothermal unit
, the
vapor pressure deficit
, the
photo-temperature
,
Nycto-temperature
, and the
cumulative precipitation
. Also, remotely sensed vegetation indices are
NDVI
,
MSAVI
,
PVI
,
SAVI
,
SR
,
MSR
,
RDVI
,
NLI
,
RVI
,
GEMI
,
DVI
,
MNLI
,
SR × NDVI
, and
SR × SAVI
. In this article, the values of agrometeorological and remotely sensed vegetation indices in two understudy regions, i.e., Bojnourd and Shirvan were compared, and the correlation coefficient between two mentioned coordinates was calculated. The time series charts of these indices for vineyards and apple orchards have shown an unanticipated oscillation with continuous high and low values, whereas the agrometeorological indices increase, remotely sensed vegetation indices raising. There is no specific relationship between cumulative precipitation and remote sensing indices in apples, as the trees in the study area are irrigated. The maximum
R
2
coefficient belongs to the
NDVI
,
MSR
,
SAVI
, and
MSAVI
. In the final, due to the high correlation of the NDVI with the agrometeorological indices, for verification, the
NDVI
product of the
MODIS
(
MOD13C1
) and
MET8
(
MSGNDVD
) is used. Thus, these four indices can be used as parallel or alternative monitoring of temperature-based agrometeorological indices.</abstract><cop>Cham</cop><pub>Springer International Publishing</pub><doi>10.1007/s12517-020-05466-9</doi></addata></record> |
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identifier | ISSN: 1866-7511 |
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issn | 1866-7511 1866-7538 |
language | eng |
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source | SpringerLink Journals - AutoHoldings |
subjects | Apples Correlation coefficient Correlation coefficients Crops Earth and Environmental Science Earth science Earth Sciences Mathematical analysis Monitoring Orchards Original Paper Precipitation Regions Remote sensing Satellites Temperature Vapor pressure Vapour pressure Vegetation Vegetation index Vineyards |
title | The comparison between remotely-sensed vegetation indices of Meteosat second generation satellite and temperature-based agrometeorological indices for monitoring of main crops in the northeast of Iran |
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