Remote sensing for agricultural applications: A meta-review
Agriculture provides humanity with food, fibers, fuel, and raw materials that are paramount
for human livelihood. Today, this role must be satisfied within a context of environmental …
for human livelihood. Today, this role must be satisfied within a context of environmental …
Agri-food 4.0: A survey of the supply chains and technologies for the future agriculture
Abstract The term “Agri-Food 4.0” is an analogy to the term" Industry 4.0", coming from the
concept “agriculture 4.0”. Since the origins of the industrial revolution, where the steam …
concept “agriculture 4.0”. Since the origins of the industrial revolution, where the steam …
An overview of global leaf area index (LAI): Methods, products, validation, and applications
Leaf area index (LAI) is a critical vegetation structural variable and is essential in the
feedback of vegetation to the climate system. The advancement of the global Earth …
feedback of vegetation to the climate system. The advancement of the global Earth …
[HTML][HTML] Assimilation of remote sensing into crop growth models: Current status and perspectives
Timely monitoring of crop lands is important in order to make agricultural activities more
sustainable, as well as ensuring food security. The use of Earth Observation (EO) data …
sustainable, as well as ensuring food security. The use of Earth Observation (EO) data …
[HTML][HTML] An LSTM neural network for improving wheat yield estimates by integrating remote sensing data and meteorological data in the Guanzhong Plain, PR China
H Tian, P Wang, K Tansey, J Zhang, S Zhang… - Agricultural and Forest …, 2021 - Elsevier
Crop growth condition and production play an important role in food management and
economic development. Therefore, estimating yield accurately and timely is of vital …
economic development. Therefore, estimating yield accurately and timely is of vital …
Garlic and winter wheat identification based on active and passive satellite imagery and the google earth engine in northern china
Garlic and winter wheat are major economic and grain crops in China, and their boundaries
have increased substantially in recent decades. Updated and accurate garlic and winter …
have increased substantially in recent decades. Updated and accurate garlic and winter …
High resolution wheat yield mapping using Sentinel-2
ML Hunt, GA Blackburn, L Carrasco… - Remote Sensing of …, 2019 - Elsevier
Accurate crop yield estimates are important for governments, farmers, scientists and
agribusiness. This paper provides a novel demonstration of the use of freely available …
agribusiness. This paper provides a novel demonstration of the use of freely available …
Summer maize mapping by compositing time series sentinel-1A imagery based on crop growth cycles
The accurate and timely mapping of summer maize is vital for agricultural management and
food security. Time-series remotely sensed imagery provides a promising data resource for …
food security. Time-series remotely sensed imagery provides a promising data resource for …
Mapping winter crops in China with multi-source satellite imagery and phenology-based algorithm
Timely and accurate mapping of winter crop planting areas in China is important for food
security assessment at a national level. Time-series of vegetation indices, such as the …
security assessment at a national level. Time-series of vegetation indices, such as the …
A deep learning framework combining CNN and GRU for improving wheat yield estimates using time series remotely sensed multi-variables
J Wang, P Wang, H Tian, K Tansey, J Liu… - … and Electronics in …, 2023 - Elsevier
Accurate and timely crop yield estimation is crucial for crop market planning and food
security. Combining remotely sensed big data with deep learning for yield estimation has …
security. Combining remotely sensed big data with deep learning for yield estimation has …