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2006-07 - Kerala Forest Research Institute

2006-07 - Kerala Forest Research Institute

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Annual report <strong>2006</strong>-<strong>07</strong><strong>Kerala</strong> <strong>Forest</strong> <strong>Research</strong> <strong>Institute</strong>at different days of germination of teak seeds(Tectona grandis). With regard to time seriesprediction problem, the prices of teakwoodin different girth classes were considered. Thearchitecture of ANN used was MLP with onehidden layer for all the problems. The activationfunction used in the hidden neuron wassigmoid. The error minimization algorithmused was Levenberg-Marquardit algorithm.While the performance of ANN withregression was assessed by the root mean squareerror, the performance of ANN with ARIMAwas assessed by mean absolute percentageerror. The perfo-rmance statistics suggest thatANN is comparable with that of regressionand ARIMA models.A view of Myristica swamp....................................................................................................................................................................................Mapping biodiversity of the Myristicaswamps in southern <strong>Kerala</strong>Investigator(s): Vijayakumaran Nair, P.,Ramachandran, K.K., Swarupanandan, K.,Thomas P. ThomasObjectives• To survey and map the swamp forests inSouthern <strong>Kerala</strong> and to organize theinformation into a dynamic GIS.• To document and compare the animaland plant wealth including the rare andthrea-tened species across differentMyristica swamps of Southern <strong>Kerala</strong> andto analyze the dependencies among them.• To characterize the soil, to understand thehydrological importance and theirprobable linkages in these forests• To associate the variables of climate,topography and biodiversity.• To use the Geographical InformationSystem in registering and analyzing thedata obtained and to develop conservationstrategy for the swamp forests ofthe region.Date of Commencement : 2004 AprilDate of Completion : 20<strong>07</strong> MarchBudget: Rs. 14.62 lakhsSponsoring Agency : Ministry of Environmentand <strong>Forest</strong>s,Govt. of India.This was the first attempt to map 60 patchesof highly endangered Myristica swamp forestswhich constitute 1.5 km 2 , which hardly makeup 0.004% of the total land area of and0.014% of the total forest area of <strong>Kerala</strong>.Eighty-two trees and ninety-four species ofherbs/shrubs constituted the vegetation. Fortyninelianas have been recorded. Twelve ofA viper in the Myristica swamp habitat46

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