Results 11 to 20 of about 1,186,895 (272)
Estimation of Spring Maize Planting Dates in China Using the Environmental Similarity Method
Global climate change is a serious threat to food and energy security. Crop growth modelling is an important tool for simulating crop food production and assisting in decision making. Planting date is one of the important model parameters.
Meiling Sheng +5 more
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Multivariable spatial prediction [PDF]
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Ver Hoef, Jay, Cressie, Noel A
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Bagmati river is biologically, geologically, religiously and historically significant among the river systems of the Kathmandu Valley. The river is affected by five major tributaries, including Manohara, Dhobi Khola, Tukucha, Bishnumati, and Balkhu ...
Pujan Bashyal +2 more
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NONPARAMETRIC PREDICTION WITH SPATIAL DATA
We describe a (nonparametric) prediction algorithm for spatial data, based on a canonical factorization of the spectral density function. We provide theoretical results showing that the predictor has desirable asymptotic properties. Finite sample performance is assessed in a Monte Carlo study that also compares our algorithm to a rival nonparametric ...
Gupta, Abhimanyu, Hidalgo, Javier
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Geospatial Least Squares Support Vector Regression Fused with Spatial Weight Matrix
Due to the increasingly complex objects and massive information involved in spatial statistics analysis, least squares support vector regression (LS-SVR) with a good stability and high calculation speed is widely applied in regression problems of ...
Haiqi Wang +6 more
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REDS: Random ensemble deep spatial prediction
AbstractThere has been a great deal of recent interest in the development of spatial prediction algorithms for very large datasets and/or prediction domains. These methods have primarily been developed in the spatial statistics community, but there has been growing interest in the machine learning community for such methods, primarily driven by the ...
Ranadeep Daw, Christopher K. Wikle
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The prediction of groundwater nitrate concentration's response to geo-environmental and human-influenced factors is essential to better restore groundwater quality and improve land use management practices.
Divas Karimanzira +5 more
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In-Band Disparity Compensation for Multiview Image Compression and View Synthesis [PDF]
This paper presents a novel framework to achieve scalable multiview image compression and view synthesis. The open-loop wavelet-lifting scheme for geometric filtering has been exploited to achieve signal-to-noise ratio scalability and view-type ...
Anantrasirichai, N +3 more
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Using the reflectance parameters as covariates of the organic matter content in fallow soils
This article estimates whether the reflectance parameters of air-dried (< 0.25 mm) soil samples in the visible and infrared (IR) spectral regions can be used as a covariate of the soil organic matter content (SOM) in old-arable horizons of fallows.
K.G. Giniyatullin +5 more
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An earthquake-induced landslide (EQIL) is a rapidly changing process occurring at the Earth’s surface that is strongly controlled by the earthquake in question and predisposing conditions.
Yao Li +6 more
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