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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Veröffentlicht in: | Arabian journal of geosciences 2020-07, Vol.13 (13), Article 509 |
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Sprache: | eng |
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Zusammenfassung: | 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. |
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ISSN: | 1866-7511 1866-7538 |
DOI: | 10.1007/s12517-020-05466-9 |