Drought forecasting with vegetation temperature condition index using ARIMA models in the Guanzhong Plain
M Tian, P Wang, J Khan - Remote sensing, 2016 - mdpi.com
… ARIMA models are developed to forecast droughts using the quantitative drought monitoring
index … with Han’s AR(1) models for better performance of the models. The structures of the …
index … with Han’s AR(1) models for better performance of the models. The structures of the …
[HTML][HTML] Drought forecasting based on the remote sensing data using ARIMA models
P Han, PX Wang, SY Zhang - Mathematical and computer modelling, 2010 - Elsevier
… Vegetation temperature condition index … as a drought index to describe the drought
condition of the Guanzhong Plain. The ARIMA models are applied to simulate and forecast VTCI …
condition of the Guanzhong Plain. The ARIMA models are applied to simulate and forecast VTCI …
Drought forecasting with vegetation temperature condition index
P Han, P Wang, S Zhang, D Zhu - Geomatics and Information …, 2010 - ch.whu.edu.cn
… 的ARIMA预测模型是比较困难 的.这里采用的方法是对该区域的某些像素点的 VTCI时间序列的
变化规律进行研究,确定这些 像素点适合的ARIMA… ARIMA模型的建模分 析,分析方法依照 ARIMA…
变化规律进行研究,确定这些 像素点适合的ARIMA… ARIMA模型的建模分 析,分析方法依照 ARIMA…
A framework for climate change assessment in Mediterranean data-sparse watersheds using remote sensing and ARIMA modeling
… collectively revealed slight shifts towards increasing droughts. Projections … of Temperature
Condition Index; it is used to capture different vegetation responses under temperature …
Condition Index; it is used to capture different vegetation responses under temperature …
Application of a hybrid ARIMA-LSTM model based on the SPEI for drought forecasting
D Xu, Q Zhang, Y Ding, D Zhang - Environmental Science and Pollution …, 2022 - Springer
… precipitation and temperature data from 613 … ARIMA model at SPEI6, SPEI12, and SPEI24.
This shows that SVR is more suitable for long-term drought prediction than the ARIMA model. …
This shows that SVR is more suitable for long-term drought prediction than the ARIMA model. …
Analysis and prediction of meteorological drought using SPI index and ARIMA model in the Karkheh River Basin, Iran
… result, human activities and natural life of plants are disturbed. … such as minimum and maximum
temperature, humidity, potential … , ARIMA model is considered a useful tool for forecasting …
temperature, humidity, potential … , ARIMA model is considered a useful tool for forecasting …
Trend analysis and spatiotemporal prediction of precipitation, temperature, and evapotranspiration values using the ARIMA models: case of the Algerian Highlands
IE Bouznad, E Guastaldi, A Zirulia, M Brancale… - Arabian Journal of …, 2020 - Springer
… difference vegetation index (NDVI), and by modeling the … using autoregressive integrated
moving average (ARIMA) … that the ARIMA model yielded a clear advantage in drought …
moving average (ARIMA) … that the ARIMA model yielded a clear advantage in drought …
Forecast of NDVI in coniferous areas using temporal ARIMA analysis and climatic data at a regional scale
A Fernández-Manso, C Quintano… - … Journal of Remote …, 2011 - Taylor & Francis
… as the prediction of drought, fire risk and forest disease are … We suggest that it is possible
to forecast vegetation status by the … ARIMA models with MVC-NDVI time series to forecast the …
to forecast vegetation status by the … ARIMA models with MVC-NDVI time series to forecast the …
The comparison of ARIMA and neural network methods for modeling and monitoring of drought using remote sensing time series data (case study: city of ARAK)
MM Khoshgoftar, M Akhoondzadeh Hanzaei… - … -Research Quarterly of …, 2019 - sepehr.org
… ARIMA model is generally derived from three basic time series … that both vegetation index
and temperature index had an important role in modeling and monitoring drought condition. …
and temperature index had an important role in modeling and monitoring drought condition. …
SPI-based hybrid hidden Markov–GA, ARIMA–GA, and ARIMA–GA–ANN models for meteorological drought forecasting
… , recharge groundwater aquifers, and provide the water treatment plant with water. More than
… Based on the calculated SPI, we employed the ARIMA model to forecast droughts. As the …
… Based on the calculated SPI, we employed the ARIMA model to forecast droughts. As the …