Multi-factorial biomass estimation
AssigneeEcto, Inc.
InventorsDmitry Kozachenok, Allen Torng
Life of this patent
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Abstract
Generating consensus biomass estimates include providing a first biomass parameter data set associated with a first biomass attribute parameter to a first biomass estimation model and providing a second biomass parameter data set associated with a second biomass attribute parameter to a second biomass estimation model different from the first biomass estimation model. The first biomass estimation model is adaptively weighted with a first weighting factor relative to a second weighting factor for the second biomass estimation model. An aggregated biomass estimate is determined based on a combination of the first biomass estimation model using the first weight factor and the second biomass estimation model using the second weight factor.
Claims19
A method for providing a fish biomass estimate, the method comprising:
- providing a first biomass parameter data set associated with a first biomass attribute parameter to a biomass estimation model;
- and
- generating a weighted biomass estimate by adaptively weighting, based at least on a fish density datapoint, a first contribution of the first biomass parameter dataset relative to a second contribution of a second biomass parameter data set to the biomass estimation model.
A non-transitory computer readable medium embodying a set of executable instructions, the set of executable instructions to manipulate at least one processor to:
- provide a first biomass parameter data set associated with a first biomass attribute parameter to a biomass estimation model;
- and
- generate a weighted biomass estimate by adaptively weighting, based at least on a fish density datapoint, a first contribution of the first biomass parameter dataset relative to a second contribution of a second biomass parameter data set to the biomass estimation model.
A system, comprising:
- a first set of one or more sensors configured to generate a first biomass parameter data set associated with a first biomass attribute parameter;
- a second set of one or more sensors configured to generate a second biomass parameter data set associated with a second biomass attribute parameter;
- a digital storage medium, encoding instructions executable by a computing device;
- a processor, communicably coupled to the digital storage medium, configured to execute the instructions, wherein the instructions are configured to:
- provide a first biomass parameter data set associated with a first biomass attribute parameter to a biomass estimation model;
- and
- generate a weighted biomass estimate by adaptively weighting, based at least on a fish density datapoint, a first contribution of the first biomass parameter dataset relative to a second contribution of a second biomass parameter data set to the biomass estimation model.
Dependencies are inferred from the claim text.