asascience / ott-coops

Project Tracking for OTT Co-Ops
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Validation Tool Curve Fitting #527

Closed jamesdoyle21 closed 1 year ago

jamesdoyle21 commented 1 year ago

From Jeff: The timing offset errors when comparing water levels are artificial since we are not yet fitting a curve to find the times of the true maxima and minima. I suggest removing the time validation parts for now unless we really want to dig in and add the curve fits.

https://dev.oceansmap.com/ott-coops/?permalink=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-Vhv2ESC6BvO9uDghDX1YZDmG-c0QB6QhEjECJohpMA0kacsp3CKAABl60bYwDggK4dkMJtW1SL0OK4gVGTqBomijeBOLEbi8QtXsmngJFRGiOlwQAVSApi0mmQsxDIA5ijOaBEmmKAMiQaIAH4cXwABeNlJhmDUGRoeAZVzTBfyFI5BOkgUtV1LVjX1bQaCgUwwkIeBMHQZJ+ngAAzGKDDiRZxFRQh0DAfB8FwBI2y9KKYrixLktS9KtiynLcDkvsBPECB8FKMgWqgaJEDAESQHmcZdmIXidwMyZ0AOHKDCyD1CGMArd3nYbRriCaMp7OrdwapriBasgSl2MQY36LqerBEgBp3LEMkHZIWIbDIAEkMybFkiti+KkvQFKDDSyaqtyzpfJkrqhpihbxsmzplIWHYrjICpFIWMh+ni5BiOSBqo3W0oADFhkHDJjCuF1TC9GthHgA7bgqwgAAVMjE3HHpARxfD4PhmC27BxAWLAcQSiAZXQCoDESYgxnQCB4uWdALgShYDEIfnUbEPpOmekq3o+r6Mp+3BiLJqVKYkprqwSVXXrKz7Ke10ZMHwAAKOhpDoQNWeYABSQMlFdgBKTomaoFm2ZaiBEgydAzMuTAcSaABifoEpYfoKF99hmdZrbg9DwcwEpcolYuNJY-jrQamEP2A62+YIG5jJef5wXhdFhooB2JXkgMWKenbgl3oARx6YZXRdPp0Dcgxc3QME24L6RmGkAwEoS5PU8Dsgtnbmd3XbjncfQVKUoLugEqoK9mCX-205ayv0G3rms5z8Qo4L1gKHYBez-Llqb9DyOa759v65FmIMWEt27S1lvLduitlZemjiwBgBg47vwvmQbAux3gJXMmAWKIdQbLRgckBKkFT6lxTufFeqC8xYEpAYfiIBo5cASgQ-oVAkHkLQVQgwNCR4JXQMQHoVwC4QGkHHFgJNGJRh2FkAA1t6ZYZZjBEGICxdwBBxBSFkFwKgPhXBE0oBYawXBDFcDCDteRCRkAoEdpIYQKkUACD4GEGWD8LiPVUTdNIQMRrwDGktNEw4cQyjSKPDyv4UCeJBr4qatUmiYzHnnIwwgzLFAWGCPE5J5JpFMXtA6nQUhyzBAlRItIvRl1ZuDViGRjzSXEjGMgMYqYRADFESmXUwTVLSOjSkAZfgqUxNEAY3iWL9H3l6b4Bg9ruSiSINRHgNFaOsSIT0eiaAGKMYkzI+SPFzWBt4xaYNSbukVjQ1AvN8DzAOWII5yQozukSovL08FcmlnjGJIJYBJC-AyFIhYt1SydDMieTI0RDYvDSPICgCDpCwnGlsVGGRgXeNBV6VgC834WhSYkIFIK8bIrYKwGsW5QhAA

mpiannucci commented 1 year ago

Here is the docs from jeff

NOAA skill assessment Zhang Hess Aikman 0810.pdf

They use SVD or cubic spline to interpolate the model data to match the observations time so we should be able to do the same thing, either in the frontend or create a backend api method to do so

mpiannucci commented 1 year ago

Good open source JS technique to do it on the frontend https://github.com/morganherlocker/cubic-spline