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The estimation of potential fields such as the gravitational or magnetic potential at the surface of a spherical planet from noisy observations taken at an altitude over an incomplete portion of the globe is a classic example of an…

统计理论 · 数学 2009-11-11 Frederik J Simons , F. A. Dahlen

Satellites mapping the spatial variations of the gravitational or magnetic fields of the Earth or other planets ideally fly on polar orbits, uniformly covering the entire globe. Thus, potential fields on the sphere are usually expressed in…

数据分析、统计与概率 · 物理学 2013-06-17 Frederik J. Simons , F. A. Dahlen

When modeling global satellite data to recover a planetary magnetic or gravitational potential field and evaluate it elsewhere, the method of choice remains their analysis in terms of spherical harmonics. When only regional data are…

地球物理 · 物理学 2017-10-11 Alain Plattner , Frederik J. Simons

Due to the uncertainty principle, a function cannot be simultaneously limited in space as well as in frequency. The idea of Slepian functions in general is to find functions that are at least optimally spatio-spectrally localised. Here, we…

数值分析 · 数学 2020-12-11 Volker Michel , Sarah Orzlowski , Naomi Schneider

It is a well-known fact that mathematical functions that are timelimited (or spacelimited) cannot be simultaneously bandlimited (in frequency). Yet the finite precision of measurement and computation unavoidably bandlimits our observation…

数据分析、统计与概率 · 物理学 2013-06-14 Frederik J. Simons , Alain Plattner

We construct spherical vector bases that are bandlimited and spatially concentrated, or, alternatively, spacelimited and spectrally concentrated, suitable for the analysis and representation of real-valued vector fields on the surface of…

经典分析与常微分方程 · 数学 2013-06-14 Alain Plattner , Frederik J. Simons

Accurate gravity field calculations are necessary for landing on planets, moons, asteroids, minimoons, or other irregularly shaped bodies, but current methods become increasingly inaccurate and slow near the surface. We present high…

地球与行星天体物理 · 物理学 2024-11-26 Thomas MacLean , Alan H. Barr

Phenomenologically interesting scalar potentials are highly atypical in generic random landscapes. We develop the mathematical techniques to generate constrained random potentials, i.e. Slepian models, which can globally represent…

高能物理 - 理论 · 物理学 2020-06-24 Jose J. Blanco-Pillado , Kepa Sousa , Mikel A. Urkiola

In this contribution we present two new proposals for measuring the general relativistic gravitomagnetic component of the gravitational field of the Earth. One proposal consists of the measurement of the difference of the rates of the…

广义相对论与量子宇宙学 · 物理学 2007-11-12 Lorenzo Iorio

We present spatial-Slepian transform~(SST) for the representation of signals on the sphere to support localized signal analysis. We use well-optimally concentrated Slepian functions, obtained by solving the Slepian spatial-spectral…

信号处理 · 电气工程与系统科学 2021-09-01 Adeem Aslam , Zubair Khalid

The time-wise and space-wise approaches are generally applied to data processing and error analysis for satellite gravimetry missions. But both the approaches, which are based on least-squares collocation, address the whole effect of…

地球物理 · 物理学 2015-06-11 Lin Cai , Zebing Zhou , Houtse Hsu , Fang Gao , Zhu Zhu , Jun Luo

Higher spatial resolution and larger imaging scene are always the goals pursued by advanced space-borne SAR system.High resolution and wide swath SAR imaging can provide more information about the illuminated scene of interest on one…

信号处理 · 电气工程与系统科学 2024-02-27 Xinhua Mao

Here we provide an alternative approach to determine the Earth's external gravitational potential field based on low-orbit target satellite (TS), geostationary satellites (GS), and microwave signal links between them. By emitting and…

地球物理 · 物理学 2020-08-14 Ziyu Shen , WenBin Shen , Xinyu Xu , Shuangxi Zhang

This paper presents a method for the approximation of harmonic potentials that combines downward continuation of globally available data on a sphere $\Omega_R$ of radius $R$ (e.g., a satellite's orbit) with locally available data on a…

数值分析 · 数学 2015-07-07 Christian Gerhards

In this article, we present a space-frequency theory for spherical harmonics based on the spectral decomposition of a particular space-frequency operator. The presented theory is closely linked to the theory of ultraspherical polynomials on…

数值分析 · 数学 2013-07-16 Wolfgang Erb , Sonja Mathias

In this paper a new Geophysical gravimetry approach is presented, which is based on satellite imagery in remote sensing. The method uses a satellite image, together with a set of points in the image the gravity values of which are known.…

地球物理 · 物理学 2020-03-23 M. Kiani

While many geological and geophysical processes such as the melting of icecaps, the magnetic expression of bodies emplaced in the Earth's crust, or the surface displacement remaining after large earthquakes are spatially localized, many of…

地球物理 · 物理学 2013-06-14 Frederik J. Simons , Jessica C. Hawthorne , Ciaran D. Beggan

In this paper, we consider the problem of estimating a scalar field using a network of mobile sensors which can measure the value of the field at their instantaneous location. The scalar field to be estimated is assumed to be represented by…

系统与控制 · 电气工程与系统科学 2019-07-03 Rihab Abdul Razak , Sukumar Srikant , Hoam Chung

Estimating motion from spatiotemporal geoscientific data is a fundamental component of many environmental modeling and forecasting tasks. In this work, we propose a physics-informed deep learning framework for estimating altitude-wise…

机器学习 · 计算机科学 2026-04-30 Peter Pavlík , Anna Bou Ezzeddine , Viera Rozinajová

An innovative orbit determination method which makes use of gravity gradients for Low-Earth-Orbiting satellites is proposed. The measurement principle of gravity gradiometry is briefly reviewed and the sources of measurement error are…

天体物理仪器与方法 · 物理学 2016-08-12 Xiucong Sun , Pei Chen , Christophe Macabiau , Chao Han
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