相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。Completing the machine learning saga in fractional snow cover estimation from MODIS Terra reflectance data: Random forests versus support vector regression
Semih Kuter
REMOTE SENSING OF ENVIRONMENT (2021)
A review of environmental droughts: Increased risk under global warming?
Sergio M. Vicente-Serrano et al.
EARTH-SCIENCE REVIEWS (2020)
Estimating wheat yields in Australia using climate records, satellite image time series and machine learning methods
Elisa Kamir et al.
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2020)
Climate change vulnerability, water resources and social implications in North Africa
Janpeter Schilling et al.
REGIONAL ENVIRONMENTAL CHANGE (2020)
Dynamic wheat yield forecasts are improved by a hybrid approach using a biophysical model and machine learning technique
Puyu Feng et al.
AGRICULTURAL AND FOREST METEOROLOGY (2020)
Satellite-based soybean yield forecast: Integrating machine learning and weather data for improving crop yield prediction in southern Brazil
Rai A. Schwalbert et al.
AGRICULTURAL AND FOREST METEOROLOGY (2020)
Prediction of Winter Wheat Yield Based on Multi-Source Data and Machine Learning in China
Jichong Han et al.
REMOTE SENSING (2020)
Identifying the Contributions of Multi-Source Data for Winter Wheat Yield Prediction in China
Juan Cao et al.
REMOTE SENSING (2020)
Comparative assessment of environmental variables and machine learning algorithms for maize yield prediction in the US Midwest
Yanghui Kang et al.
ENVIRONMENTAL RESEARCH LETTERS (2020)
Potential for Early Forecast of Moroccan Wheat Yields Based on Climatic Drivers
J. Lehmann et al.
GEOPHYSICAL RESEARCH LETTERS (2020)
The ERA5 global reanalysis
Hans Hersbach et al.
QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY (2020)
Crop Yield Prediction through Proximal Sensing and Machine Learning Algorithms
Farhat Abbas et al.
AGRONOMY-BASEL (2020)
Quantifying the impacts of pre-occurred ENSO signals on wheat yield variation using machine learning in Australia
Bin Wang et al.
AGRICULTURAL AND FOREST METEOROLOGY (2020)
Crop yield prediction using machine learning: A systematic literature review
Thomas van Klompenburg et al.
COMPUTERS AND ELECTRONICS IN AGRICULTURE (2020)
Monitoring of wheat crops using the backscattering coefficient and the interferometric coherence derived from Sentinel-1 in semi-arid areas
Nadia Ouaadi et al.
REMOTE SENSING OF ENVIRONMENT (2020)
Linkages between Rainfed Cereal Production and Agricultural Drought through Remote Sensing Indices and a Land Data Assimilation System: A Case Study in Morocco
El Houssaine Bouras et al.
REMOTE SENSING (2020)
Drought and food security prediction from NOAA new generation of operational satellites
Felix Kogan et al.
GEOMATICS NATURAL HAZARDS & RISK (2019)
A new multi-sensor integrated index for drought monitoring
Wenzhe Jiao et al.
AGRICULTURAL AND FOREST METEOROLOGY (2019)
Integrating satellite and climate data to predict wheat yield in Australia using machine learning approaches
Yaping Cai et al.
AGRICULTURAL AND FOREST METEOROLOGY (2019)
California Almond Yield Prediction at the Orchard Level With a Machine Learning Approach
Zhou Zhang et al.
FRONTIERS IN PLANT SCIENCE (2019)
Effects of Severe Water Stress on Maize Growth Processes in the Field
Libing Song et al.
SUSTAINABILITY (2019)
Remote sensing for drought monitoring & impact assessment: Progress, past challenges and future opportunities
Harry West et al.
REMOTE SENSING OF ENVIRONMENT (2019)
Synergistic integration of optical and microwave satellite data for crop yield estimation
Anna Mateo-Sanchis et al.
REMOTE SENSING OF ENVIRONMENT (2019)
Comparison of meteorological and satellite-based drought indices as yield predictors of Spanish cereals
David Garcia-Leon et al.
AGRICULTURAL WATER MANAGEMENT (2019)
Assessing the impact of global climate changes on irrigated wheat yields and water requirements in a semi-arid environment of Morocco
Elhoussaine Bouras et al.
SCIENTIFIC REPORTS (2019)
Assessment of the agro-climatic indices to improve crop yield forecasting
Jordane A. Mathieu et al.
AGRICULTURAL AND FOREST METEOROLOGY (2018)
The relation between climate change in the Mediterranean region and global warming
Piero Lionello et al.
REGIONAL ENVIRONMENTAL CHANGE (2018)
Contribution of Land Surface Temperature (TCI) to Vegetation Health Index: A Comparative Study Using Clear Sky and All-Weather Climate Data Records
Virgilio A. Bento et al.
REMOTE SENSING (2018)
ESA CCI Soil Moisture for improved Earth system understanding: State-of-the art and future directions
Wouter Dorigo et al.
REMOTE SENSING OF ENVIRONMENT (2017)
SoilGrids250m: Global gridded soil information based on machine learning
Tomislav Hengl et al.
PLOS ONE (2017)
Copula-statistical precipitation forecasting model in Australia's agro-ecological zones
Thong Nguyen-Huy et al.
AGRICULTURAL WATER MANAGEMENT (2017)
Toward a new generation of agricultural system data, models, and knowledge products: State of agricultural systems science
James W. Jones et al.
AGRICULTURAL SYSTEMS (2017)
Linking crop yield anomalies to large-scale atmospheric circulation in Europe
Andrej Ceglar et al.
AGRICULTURAL AND FOREST METEOROLOGY (2017)
Within-season yield prediction with different nitrogen inputs under rain-fed condition using CERES-Wheat model in the northwest of China
Zhengpeng Li et al.
JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE (2016)
Crop yield prediction under soil salinity using satellite derived vegetation indices
Onur Satir et al.
FIELD CROPS RESEARCH (2016)
Evaluating NDVI Data Continuity Between SPOT-VEGETATION and PROBA-V Missions for Operational Yield Forecasting in North African Countries
Michele Meroni et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2016)
Soil moisture retrieval over irrigated grassland using X-band SAR data
Mohammad El Hajj et al.
REMOTE SENSING OF ENVIRONMENT (2016)
The Evaporative Stress Index as an indicator of agricultural drought in Brazil: An assessment based on crop yield impacts
Martha C. Anderson et al.
REMOTE SENSING OF ENVIRONMENT (2016)
A comparison of within-season yield prediction algorithms based on crop model behaviour analysis
B. Dumont et al.
AGRICULTURAL AND FOREST METEOROLOGY (2015)
Fast optimization of hyperparameters for support vector regression models with highly predictive ability
Hiromasa Kaneko et al.
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS (2015)
Rising temperatures reduce global wheat production
S. Asseng et al.
NATURE CLIMATE CHANGE (2015)
Linkages between common wheat yields and climate in Morocco (1982-2008)
L. Jarlan et al.
INTERNATIONAL JOURNAL OF BIOMETEOROLOGY (2014)
Assessing the potential of an algorithm based on mean climatic data to predict wheat yield
Benjamin Dumont et al.
PRECISION AGRICULTURE (2014)
An assessment of pre- and within-season remotely sensed variables for forecasting corn and soybean yields in the United States
David M. Johnson
REMOTE SENSING OF ENVIRONMENT (2014)
Corn Yield Forecasting in Northeast China Using Remotely Sensed Spectral Indices and Crop Phenology Metrics
Wang Meng et al.
JOURNAL OF INTEGRATIVE AGRICULTURE (2014)
A new irrigation priority index based on remote sensing data for assessing the networks irrigation scheduling
S. Belaqziz et al.
AGRICULTURAL WATER MANAGEMENT (2013)
Winter wheat yield forecasting in Ukraine based on Earth observation, meteorological data and biophysical models
Felix Kogan et al.
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (2013)
Power of teleconnection patterns on precipitation and streamflow variability of upper Medjerda Basin
Rim Ouachani et al.
INTERNATIONAL JOURNAL OF CLIMATOLOGY (2013)
Monitoring meteorological drought in semiarid regions using multi-sensor microwave remote sensing data
Anzhi Zhang et al.
REMOTE SENSING OF ENVIRONMENT (2013)
Using Low Resolution Satellite Imagery for Yield Prediction and Yield Anomaly Detection (vol 5, pg 1704, 2013)
Felix Rembold et al.
REMOTE SENSING (2013)
Trends and variability in extreme precipitation indices over Maghreb countries
Y. Tramblay et al.
NATURAL HAZARDS AND EARTH SYSTEM SCIENCES (2013)
ECOCLIMAP-II/Europe: a twofold database of ecosystems and surface parameters at 1 km resolution based on satellite information for use in land surface, meteorological and climate models
S. Faroux et al.
GEOSCIENTIFIC MODEL DEVELOPMENT (2013)
Daily streamflow forecasting by machine learning methods with weather and climate inputs
Kabir Rasouli et al.
JOURNAL OF HYDROLOGY (2012)
Crop management and phenology trends in the US Corn Belt: Impacts on yields, evapotranspiration and energy balance
William J. Sacks et al.
AGRICULTURAL AND FOREST METEOROLOGY (2011)
Integrating remote sensing, census and weather data for an assessment of rice yield, water consumption and water productivity in the Indo-Gangetic river basin
X. L. Cai et al.
AGRICULTURAL WATER MANAGEMENT (2010)
A generalized regression-based model for forecasting winter wheat yields in Kansas and Ukraine using MODIS data
I. Becker-Reshef et al.
REMOTE SENSING OF ENVIRONMENT (2010)
Numerical simulation of the probability distribution function of precipitation over Morocco
Fatima Driouech et al.
CLIMATE DYNAMICS (2009)
Use of climate indices to predict corn yields in southeast USA
Christopher J. Martinez et al.
INTERNATIONAL JOURNAL OF CLIMATOLOGY (2009)
Sorghum yield prediction from seasonal rainfall forecasts in Burkina Faso
Ashok Mishra et al.
AGRICULTURAL AND FOREST METEOROLOGY (2008)
Empirical regression models using NDVI, rainfall and temperature data for the early prediction of wheat grain yields in Morocco
Riad Balaghi et al.
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (2008)
Prioritizing climate change adaptation needs for food security in 2030
David B. Lobell et al.
SCIENCE (2008)
Optimizing wheat productivity in two rain-fed environments of the West Asia-North Africa region using a simulation model
L. K. Heng et al.
EUROPEAN JOURNAL OF AGRONOMY (2007)
Use of remote sensing data for estimation of winter wheat yield in the United States
L. Salazar et al.
INTERNATIONAL JOURNAL OF REMOTE SENSING (2007)
Climate change hot-spots
F Giorgi
GEOPHYSICAL RESEARCH LETTERS (2006)
Assessing lead-time for predicting wheat growth using a crop simulation model
C Lawless et al.
AGRICULTURAL AND FOREST METEOROLOGY (2005)
Modelling corn production in China using AVHRR-based vegetation health indices
F Kogan et al.
INTERNATIONAL JOURNAL OF REMOTE SENSING (2005)
Linking dynamic seasonal climate forecasts with crop simulation for maize yield prediction in semi-arid Kenya
JW Hansen et al.
AGRICULTURAL AND FOREST METEOROLOGY (2004)
A tutorial on support vector regression
AJ Smola et al.
STATISTICS AND COMPUTING (2004)
Cross-validation as the objective function for variable-selection techniques
K Baumann
TRAC-TRENDS IN ANALYTICAL CHEMISTRY (2003)
Long-term precipitation variability in Morocco and the link to the large-scale circulation in recent and future climates
P Knippertz et al.
METEOROLOGY AND ATMOSPHERIC PHYSICS (2003)
Use of ENSO-related climate information in agricultural decision making in Argentina:: a pilot experience
G Podestá et al.
AGRICULTURAL SYSTEMS (2002)
Monitoring Brazilian soybean production using NOAA/AVHRR based vegetation condition indices
WT Liu et al.
INTERNATIONAL JOURNAL OF REMOTE SENSING (2002)
Greedy function approximation: A gradient boosting machine
JH Friedman
ANNALS OF STATISTICS (2001)
An improved water-use efficiency for maize grown under regulated deficit irrigation
SZ Kang et al.
FIELD CROPS RESEARCH (2000)