Concepedia

LSTM time series NDVI prediction method incorporating climate elements: A case study of Yellow River Basin, China

Yan Guo, Lifeng Zhang, Yi He, Shengpeng Cao, Hongzhe Li, Ling Ran, Yu‐Jie Ding, Mikalai Filonchyk

Journal of Hydrology · 2023 · 40 citations · 61 references

Concepts

ComputingEarth SciencesGeoinformaticsClimatologyForecastingTime Series AnalysisClimate ModelingEnsemble ForecastingHydrologic Time Series AnalysisTime Series ForecastingTime Series ModelingTime Series PredictionClimate Pattern AnalysisClimate Time Series AnalysisNeural Time Series ForecastingRecurrent Neural Network Forecasting

References

61

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

Computing, Computer Science, Algorithms +16

LSTM: A Search Space Odyssey

Klaus Greff, Rupesh K. Srivastava, Jan Koutník et al. · IEEE Transactions on Neural Networks and Learning Systems · 2016 · 6.8K citations · Full text

Computing, Computer Science, Artificial Intelligence +11

Characteristics of maximum-value composite images from temporal AVHRR data

B. N. Holben · International Journal of Remote Sensing · 1986 · 3K citations · Full text

Natural Sciences, Earth Sciences, Meteorology +17

Analysis of monotonic greening and browning trends from global NDVI time-series

Rogier de Jong, Sytze de Bruin, Allard de Wit et al. · Remote Sensing of Environment · 2010 · 676 citations · Full text

Natural Sciences, Earth Sciences, Physical Geography +12

Effects and contributions of meteorological drought on agricultural drought under different climatic zones and vegetation types in Northwest China

Shengpeng Cao, Lifeng Zhang, Yi He et al. · The Science of The Total Environment · 2022 · 232 citations

Natural Sciences, Agronomy, Meteorology +17