Ensemble learning based on remote sensing data for monitoring agricultural drought in major winter wheat-producing areas of China

Prediction of winter wheat yield at county level in China using ensemble learning

(2022) Yuefan Zhang et al.   Progress in Physical Geography-Earth and Environment

Droughts across China: Drought factors, prediction and impacts

(2021) Qiang Zhang et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Alfalfa Yield Prediction Using UAV-Based Hyperspectral Imagery and Ensemble Learning

(2020) Luwei Feng et al.   Remote Sensing

Mapping the sensitivity of agriculture to drought and estimating the effect of irrigation in the United States, 1950–2016

(2020) Junyu Lu et al.   AGRICULTURAL AND FOREST METEOROLOGY

The physiological response of winter wheat under short-term drought conditions and the sensitivity of different indices to soil water changes

(2020) Qing Mu et al.   AGRICULTURAL WATER MANAGEMENT

Drought Management Planning Policy: From Europe to Spain

(2019) Carmen Hervás-Gámez et al.   Sustainability

Machine learning-based integration of remotely-sensed drought factors can improve the estimation of agricultural drought in South-Eastern Australia

(2019) Puyu Feng et al.   AGRICULTURAL SYSTEMS

Modified Palmer Drought Severity Index: Model improvement and application

(2019) Huiqian Yu et al.   ENVIRONMENT INTERNATIONAL

Evaluation of six indices for monitoring agricultural drought in the south-central United States

(2018) Liyan Tian et al.   AGRICULTURAL AND FOREST METEOROLOGY

A fusion-based methodology for meteorological drought estimation using remote sensing data

(2018) Mohammad Reza Alizadeh et al.   REMOTE SENSING OF ENVIRONMENT

Multi-sensor integrated framework and index for agricultural drought monitoring

(2017) Xiang Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Does drought in China show a significant decreasing trend from 1961 to 2009?

(2017) Zhaoli Wang et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Multisource Data-Based Integrated Agricultural Drought Monitoring in the Huai River Basin, China

(2017) Peng Sun et al.   JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES

Drought assessment and monitoring through blending of multi-sensor indices using machine learning approaches for different climate regions

(2016) Seonyoung Park et al.   AGRICULTURAL AND FOREST METEOROLOGY

Monitoring winter wheat drought threat in Northern China using multiple climate-based drought indices and soil moisture during 2000–2013

(2016) Hongshuo Wang et al.   AGRICULTURAL AND FOREST METEOROLOGY

Adaptation to and recovery from drought stress at vegetative stages in wheat (Triticum aestivum) cultivars

(2016) Muhammad Abid et al.   FUNCTIONAL PLANT BIOLOGY

Performance of the standardised precipitation evapotranspiration index at various lags for agricultural drought risk assessment in the Czech Republic

(2015) Vera Potopová et al.   AGRICULTURAL AND FOREST METEOROLOGY

Investigation of the probability of concurrent drought events between the water source and destination regions of China's water diversion project

(2015) Xiaomang Liu et al.   GEOPHYSICAL RESEARCH LETTERS

A multi-model and multi-index evaluation of drought characteristics in the 21st century

(2015) Danielle Touma et al.   JOURNAL OF HYDROLOGY

Management of drought risk under global warming

(2015) Qiang Zhang et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Hydrological Drought Class Transition Using SPI and SRI Time Series by Loglinear Regression

(2015) Jianzhu Li et al.   WATER RESOURCES MANAGEMENT

Use of four drought indices for evaluating drought characteristics under climate change in Shaanxi, China: 1951–2012

(2014) Rengui Jiang et al.   NATURAL HAZARDS

Monitoring meteorological drought in semiarid regions using multi-sensor microwave remote sensing data

(2013) Anzhi Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Performance of Drought Indices for Ecological, Agricultural, and Hydrological Applications

(2012) Sergio M. Vicente-Serrano et al.   Earth Interactions

A comprehensive drought monitoring method integrating MODIS and TRMM data

(2012) Lingtong Du et al.   International Journal of Applied Earth Observation and Geoinformation

Using discrete wavelet transforms to analyze trends in streamflow and precipitation in Quebec and Ontario (1954–2008)

(2012) D. Nalley et al.   JOURNAL OF HYDROLOGY

Penalized regression techniques for prediction: a case study for predicting tree mortality using remotely sensed vegetation indicesThis article is one of a selection of papers from Extending Forest Inventory and Monitoring over Space and Time.

(2011) David C. Lazaridis et al.   CANADIAN JOURNAL OF FOREST RESEARCH

Assessment of Vegetation Response to Drought in Nebraska Using Terra-MODIS Land Surface Temperature and Normalized Difference Vegetation Index

(2011) Sharmistha Swain et al.   GIScience & Remote Sensing

Environment characterization as an aid to wheat improvement: interpreting genotype–environment interactions by modelling water-deficit patterns in North-Eastern Australia

(2011) K. Chenu et al.   JOURNAL OF EXPERIMENTAL BOTANY

Emergy Assessment of a Wheat-Maize Rotation System with Different Water Assignments in the North China Plain

(2010) Shi Hu et al.   ENVIRONMENTAL MANAGEMENT

A New Global 0.5° Gridded Dataset (1901–2006) of a Multiscalar Drought Index: Comparison with Current Drought Index Datasets Based on the Palmer Drought Severity Index

(2010) S. M. Vicente-Serrano et al.   JOURNAL OF HYDROMETEOROLOGY

Monitoring agricultural drought for arid and humid regions using multi-sensor remote sensing data

(2010) Jinyoung Rhee et al.   REMOTE SENSING OF ENVIRONMENT

Evaluating the utility of the Vegetation Condition Index (VCI) for monitoring meteorological drought in Texas

(2009) Steven M. Quiring et al.   AGRICULTURAL AND FOREST METEOROLOGY

A Multiscalar Drought Index Sensitive to Global Warming: The Standardized Precipitation Evapotranspiration Index

(2009) Sergio M. Vicente-Serrano et al.   JOURNAL OF CLIMATE