Title of article :
Simulated Annealing 2-D Nonlinear Inversion of Geomagnetic Deep Sounding Data Near Ujjain-Guna, India
Author/Authors :
V. S. N. Prasad and B. Yegnanarayana، نويسنده ,
Issue Information :
ماهنامه با شماره پیاپی سال 1999
Abstract :
An attempt has been made to use the global optimization technique of Simulated
Annealing (S.A.) inversion to interpret the conductivity structure derived from the geomagnetic deep
sounding data of N–W India. The present results supersede the earlier result obtained by 2-D
conventional linearized inversion. The earlier linearized inversion, following an iterative gradient search
technique on the same data set, has been re-evaluated and further constrained through an exhaustive
search of the parameter space. The conductive response of an hypothesized conductor located between
Ujjain and Guna, India, has been modelled by this random search tool. The location of the proposed
model is now in agreement with the theory, since the conductive bodies are centered exactly below the
center of the response function. In an earlier attempt by linearized inversion, this was not feasible. The
central body is located at a depth of 19 km from the surface, suggesting a thickness of 15 km and
resistivity of 14 ohm.m. The resistivity contrast of this ensemble of conductive bodies with the
background varies by a factor of 100 to 385. This low conductivity contrast with respect to the
background is in conformity to the low temperature as inferred from the available heat-flow data in the
region. A marginally different estimate of the conductivity (normally mid-crustal conductors are
assigned conductivities of the order of 50 to 200 ohm.m) for the mid-crustal conductor has been found.
Existence of a mid-crustal conductor is clearly indicated which was also not detected in the earlier study.
Low geo-temperature gradients existing in the region rule out the possibility of a thermal origin for this
mid-crustal conductor. A likely explanation could be due to the presence of graphitic carbon at lower
crustal depths. However, the role of electrolytic fluid present in the interconnected pore—spaces of rocks
may be another tangible explanation.
Keywords :
SIMULATED ANNEALING , nonlinear inversion , Initial temperature , Cooling rate , frozen stateand semi-quantitative sensitivity analysis.
Journal title :
Pure and Applied Geophysics
Journal title :
Pure and Applied Geophysics