geotrellis.raster.op.focal

KernelDensity

case class KernelDensity[D](points: Op[Seq[Point[D]]], transform: Op[(D) ⇒ Int], kernel: Op[Kernel], rasterExtent: Op[RasterExtent]) extends Op4[Seq[Point[D]], (D) ⇒ Int, Kernel, RasterExtent, Raster] with Product with Serializable

Computes a Density raster based on the Kernel and set of points provided.

points

Sequence of point features who's values will be used to compute the density.

transform

Function that transforms the point feature's data into an Int value.

kernel

Kernel to be used in the computation.

rasterExtent

Raster extent of the resulting raster.

Note

KernelDensity does not currently support Double raster data. If you use a Raster with a Double RasterType (TypeFloat,TypeDouble) the data values will be rounded to integers.

Linear Supertypes
Serializable, Serializable, Op4[Seq[Point[D]], (D) ⇒ Int, Kernel, RasterExtent, Raster], Operation[Raster], Product, Equals, AnyRef, Any
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  1. KernelDensity
  2. Serializable
  3. Serializable
  4. Op4
  5. Operation
  6. Product
  7. Equals
  8. AnyRef
  9. Any
Implicitly
  1. by implicitLiteral
  2. by rasterOp2Kernel
  3. by any2stringadd
  4. by any2stringfmt
  5. by any2ArrowAssoc
  6. by any2Ensuring
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Instance Constructors

  1. new KernelDensity(points: Op[Seq[Point[D]]], transform: Op[(D) ⇒ Int], kernel: Op[Kernel], rasterExtent: Op[RasterExtent])

    points

    Sequence of point features who's values will be used to compute the density.

    transform

    Function that transforms the point feature's data into an Int value.

    kernel

    Kernel to be used in the computation.

    rasterExtent

    Raster extent of the resulting raster.

Type Members

  1. type Args = List[Any]

    Definition Classes
    Operation
  2. type Steps = PartialFunction[Any, StepOutput[Raster]]

    Definition Classes
    Operation

Value Members

  1. final def !=(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  2. final def !=(arg0: Any): Boolean

    Definition Classes
    Any
  3. final def ##(): Int

    Definition Classes
    AnyRef → Any
  4. def +(other: String): String

    Implicit information
    This member is added by an implicit conversion from KernelDensity[D] to StringAdd performed by method any2stringadd in scala.Predef.
    Definition Classes
    StringAdd
  5. def ->[B](y: B): (KernelDensity[D], B)

    Implicit information
    This member is added by an implicit conversion from KernelDensity[D] to ArrowAssoc[KernelDensity[D]] performed by method any2ArrowAssoc in scala.Predef.
    Definition Classes
    ArrowAssoc
    Annotations
    @inline()
  6. final def ==(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  7. final def ==(arg0: Any): Boolean

    Definition Classes
    Any
  8. def _run(context: Context): StepOutput[Raster]

    Definition Classes
    Op4Operation
  9. final def asInstanceOf[T0]: T0

    Definition Classes
    Any
  10. def canEqual(other: Any): Boolean

    Definition Classes
    Op4 → Equals
  11. def clone(): AnyRef

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws()
  12. val debug: Boolean

    Definition Classes
    Operation
  13. def dispatch(dispatcher: ActorRef): DispatchedOperation[Raster]

    Definition Classes
    Operation
  14. def ensuring(cond: (KernelDensity[D]) ⇒ Boolean, msg: ⇒ Any): KernelDensity[D]

    Implicit information
    This member is added by an implicit conversion from KernelDensity[D] to Ensuring[KernelDensity[D]] performed by method any2Ensuring in scala.Predef.
    Definition Classes
    Ensuring
  15. def ensuring(cond: (KernelDensity[D]) ⇒ Boolean): KernelDensity[D]

    Implicit information
    This member is added by an implicit conversion from KernelDensity[D] to Ensuring[KernelDensity[D]] performed by method any2Ensuring in scala.Predef.
    Definition Classes
    Ensuring
  16. def ensuring(cond: Boolean, msg: ⇒ Any): KernelDensity[D]

    Implicit information
    This member is added by an implicit conversion from KernelDensity[D] to Ensuring[KernelDensity[D]] performed by method any2Ensuring in scala.Predef.
    Definition Classes
    Ensuring
  17. def ensuring(cond: Boolean): KernelDensity[D]

    Implicit information
    This member is added by an implicit conversion from KernelDensity[D] to Ensuring[KernelDensity[D]] performed by method any2Ensuring in scala.Predef.
    Definition Classes
    Ensuring
  18. final def eq(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  19. def filter(f: (Raster) ⇒ Boolean): Operation[Raster]

    Definition Classes
    Operation
  20. def finalize(): Unit

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws()
  21. def flatMap[U](f: (Raster) ⇒ Operation[U]): Operation[U]

    Create a new operation with a function that takes the result of this operation and returns a new operation.

    Create a new operation with a function that takes the result of this operation and returns a new operation.

    Definition Classes
    Operation
  22. def foreach[U](f: (Raster) ⇒ U): Unit

    Create an operation that applies the function f to the result of this operation, but returns nothing.

    Create an operation that applies the function f to the result of this operation, but returns nothing.

    Definition Classes
    Operation
  23. def formatted(fmtstr: String): String

    Implicit information
    This member is added by an implicit conversion from KernelDensity[D] to StringFormat performed by method any2stringfmt in scala.Predef.
    Definition Classes
    StringFormat
    Annotations
    @inline()
  24. final def getClass(): Class[_]

    Definition Classes
    AnyRef → Any
  25. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any
  26. val kernel: Op[Kernel]

    Kernel to be used in the computation.

  27. def map[U](f: (Raster) ⇒ U): Operation[U]

    Create a new operation that returns the result of the provided function that takes this operation's result as its argument.

    Create a new operation that returns the result of the provided function that takes this operation's result as its argument.

    Definition Classes
    Operation
  28. def name: String

    Return operation identified (class simple name).

    Return operation identified (class simple name).

    Definition Classes
    Operation
  29. final def ne(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  30. val nextSteps: Steps

    Definition Classes
    Op4Operation
  31. final def notify(): Unit

    Definition Classes
    AnyRef
  32. final def notifyAll(): Unit

    Definition Classes
    AnyRef
  33. val points: Op[Seq[Point[D]]]

    Sequence of point features who's values will be used to compute the density.

  34. def processNextSteps(args: Args): StepOutput[Raster]

    Definition Classes
    Operation
  35. def productArity: Int

    Definition Classes
    Op4 → Product
  36. def productElement(n: Int): Any

    Definition Classes
    Op4 → Product
  37. val rasterExtent: Op[RasterExtent]

    Raster extent of the resulting raster.

  38. def run(context: Context): StepOutput[Raster]

    Execute this operation and return the result.

    Execute this operation and return the result.

    Definition Classes
    Operation
  39. def runAsync(args: Args): StepOutput[Raster]

    Definition Classes
    Operation
  40. final def synchronized[T0](arg0: ⇒ T0): T0

    Definition Classes
    AnyRef
  41. val transform: Op[(D) ⇒ Int]

    Function that transforms the point feature's data into an Int value.

  42. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws()
  43. final def wait(arg0: Long, arg1: Int): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws()
  44. final def wait(arg0: Long): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws()
  45. def withResult[U](f: (Raster) ⇒ Operation[U]): Operation[U]

    Create a new operation with a function that takes the result of this operation and returns a new operation.

    Create a new operation with a function that takes the result of this operation and returns a new operation.

    Same as flatMap.

    Definition Classes
    Operation
  46. def [B](y: B): (KernelDensity[D], B)

    Implicit information
    This member is added by an implicit conversion from KernelDensity[D] to ArrowAssoc[KernelDensity[D]] performed by method any2ArrowAssoc in scala.Predef.
    Definition Classes
    ArrowAssoc

Shadowed Implict Value Members

  1. def canEqual(that: Any): Boolean

    Implicit information
    This member is added by an implicit conversion from KernelDensity[D] to Operation[KernelDensity[D]] performed by method implicitLiteral in geotrellis.Operation. This conversion will take place only if an implicit value of type Manifest[KernelDensity[D]] is in scope.
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    Definition Classes
    Equals
  2. def canEqual(that: Any): Boolean

    Implicit information
    This member is added by an implicit conversion from KernelDensity[D] to Op[Kernel] performed by method rasterOp2Kernel in geotrellis.raster.op.focal.Kernel.
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    Definition Classes
    Equals
  3. val debug: Boolean

    Implicit information
    This member is added by an implicit conversion from KernelDensity[D] to Operation[KernelDensity[D]] performed by method implicitLiteral in geotrellis.Operation. This conversion will take place only if an implicit value of type Manifest[KernelDensity[D]] is in scope.
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    Definition Classes
    Operation
  4. val debug: Boolean

    Implicit information
    This member is added by an implicit conversion from KernelDensity[D] to Op[Kernel] performed by method rasterOp2Kernel in geotrellis.raster.op.focal.Kernel.
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    Definition Classes
    Operation
  5. def dispatch(dispatcher: ActorRef): DispatchedOperation[KernelDensity[D]]

    Implicit information
    This member is added by an implicit conversion from KernelDensity[D] to Operation[KernelDensity[D]] performed by method implicitLiteral in geotrellis.Operation. This conversion will take place only if an implicit value of type Manifest[KernelDensity[D]] is in scope.
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    Definition Classes
    Operation
  6. def dispatch(dispatcher: ActorRef): DispatchedOperation[Kernel]

    Implicit information
    This member is added by an implicit conversion from KernelDensity[D] to Op[Kernel] performed by method rasterOp2Kernel in geotrellis.raster.op.focal.Kernel.
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    Definition Classes
    Operation
  7. def filter(f: (KernelDensity[D]) ⇒ Boolean): Operation[KernelDensity[D]]

    Implicit information
    This member is added by an implicit conversion from KernelDensity[D] to Operation[KernelDensity[D]] performed by method implicitLiteral in geotrellis.Operation. This conversion will take place only if an implicit value of type Manifest[KernelDensity[D]] is in scope.
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    Definition Classes
    Operation
  8. def filter(f: (Kernel) ⇒ Boolean): Operation[Kernel]

    Implicit information
    This member is added by an implicit conversion from KernelDensity[D] to Op[Kernel] performed by method rasterOp2Kernel in geotrellis.raster.op.focal.Kernel.
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    Definition Classes
    Operation
  9. def flatMap[U](f: (KernelDensity[D]) ⇒ Operation[U]): Operation[U]

    Create a new operation with a function that takes the result of this operation and returns a new operation.

    Create a new operation with a function that takes the result of this operation and returns a new operation.

    Implicit information
    This member is added by an implicit conversion from KernelDensity[D] to Operation[KernelDensity[D]] performed by method implicitLiteral in geotrellis.Operation. This conversion will take place only if an implicit value of type Manifest[KernelDensity[D]] is in scope.
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    Definition Classes
    Operation
  10. def flatMap[U](f: (Kernel) ⇒ Operation[U]): Operation[U]

    Create a new operation with a function that takes the result of this operation and returns a new operation.

    Create a new operation with a function that takes the result of this operation and returns a new operation.

    Implicit information
    This member is added by an implicit conversion from KernelDensity[D] to Op[Kernel] performed by method rasterOp2Kernel in geotrellis.raster.op.focal.Kernel.
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    Definition Classes
    Operation
  11. def foreach[U](f: (KernelDensity[D]) ⇒ U): Unit

    Create an operation that applies the function f to the result of this operation, but returns nothing.

    Create an operation that applies the function f to the result of this operation, but returns nothing.

    Implicit information
    This member is added by an implicit conversion from KernelDensity[D] to Operation[KernelDensity[D]] performed by method implicitLiteral in geotrellis.Operation. This conversion will take place only if an implicit value of type Manifest[KernelDensity[D]] is in scope.
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    Definition Classes
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  12. def foreach[U](f: (Kernel) ⇒ U): Unit

    Create an operation that applies the function f to the result of this operation, but returns nothing.

    Create an operation that applies the function f to the result of this operation, but returns nothing.

    Implicit information
    This member is added by an implicit conversion from KernelDensity[D] to Op[Kernel] performed by method rasterOp2Kernel in geotrellis.raster.op.focal.Kernel.
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    Definition Classes
    Operation
  13. def map[U](f: (KernelDensity[D]) ⇒ U): Operation[U]

    Create a new operation that returns the result of the provided function that takes this operation's result as its argument.

    Create a new operation that returns the result of the provided function that takes this operation's result as its argument.

    Implicit information
    This member is added by an implicit conversion from KernelDensity[D] to Operation[KernelDensity[D]] performed by method implicitLiteral in geotrellis.Operation. This conversion will take place only if an implicit value of type Manifest[KernelDensity[D]] is in scope.
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    Definition Classes
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  14. def map[U](f: (Kernel) ⇒ U): Operation[U]

    Create a new operation that returns the result of the provided function that takes this operation's result as its argument.

    Create a new operation that returns the result of the provided function that takes this operation's result as its argument.

    Implicit information
    This member is added by an implicit conversion from KernelDensity[D] to Op[Kernel] performed by method rasterOp2Kernel in geotrellis.raster.op.focal.Kernel.
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    Definition Classes
    Operation
  15. def name: String

    Return operation identified (class simple name).

    Return operation identified (class simple name).

    Implicit information
    This member is added by an implicit conversion from KernelDensity[D] to Operation[KernelDensity[D]] performed by method implicitLiteral in geotrellis.Operation. This conversion will take place only if an implicit value of type Manifest[KernelDensity[D]] is in scope.
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    Definition Classes
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  16. def name: String

    Return operation identified (class simple name).

    Return operation identified (class simple name).

    Implicit information
    This member is added by an implicit conversion from KernelDensity[D] to Op[Kernel] performed by method rasterOp2Kernel in geotrellis.raster.op.focal.Kernel.
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    Definition Classes
    Operation
  17. val nextSteps: PartialFunction[Any, StepOutput[KernelDensity[D]]]

    Implicit information
    This member is added by an implicit conversion from KernelDensity[D] to Operation[KernelDensity[D]] performed by method implicitLiteral in geotrellis.Operation. This conversion will take place only if an implicit value of type Manifest[KernelDensity[D]] is in scope.
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    Definition Classes
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  18. val nextSteps: PartialFunction[Any, StepOutput[Kernel]]

    Implicit information
    This member is added by an implicit conversion from KernelDensity[D] to Op[Kernel] performed by method rasterOp2Kernel in geotrellis.raster.op.focal.Kernel.
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    Definition Classes
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  19. def processNextSteps(args: List[Any]): StepOutput[KernelDensity[D]]

    Implicit information
    This member is added by an implicit conversion from KernelDensity[D] to Operation[KernelDensity[D]] performed by method implicitLiteral in geotrellis.Operation. This conversion will take place only if an implicit value of type Manifest[KernelDensity[D]] is in scope.
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    Definition Classes
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  20. def processNextSteps(args: List[Any]): StepOutput[Kernel]

    Implicit information
    This member is added by an implicit conversion from KernelDensity[D] to Op[Kernel] performed by method rasterOp2Kernel in geotrellis.raster.op.focal.Kernel.
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    Definition Classes
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  21. def productArity: Int

    Implicit information
    This member is added by an implicit conversion from KernelDensity[D] to Operation[KernelDensity[D]] performed by method implicitLiteral in geotrellis.Operation. This conversion will take place only if an implicit value of type Manifest[KernelDensity[D]] is in scope.
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  22. def productArity: Int

    Implicit information
    This member is added by an implicit conversion from KernelDensity[D] to Op[Kernel] performed by method rasterOp2Kernel in geotrellis.raster.op.focal.Kernel.
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  23. def productElement(n: Int): Any

    Implicit information
    This member is added by an implicit conversion from KernelDensity[D] to Operation[KernelDensity[D]] performed by method implicitLiteral in geotrellis.Operation. This conversion will take place only if an implicit value of type Manifest[KernelDensity[D]] is in scope.
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  24. def productElement(n: Int): Any

    Implicit information
    This member is added by an implicit conversion from KernelDensity[D] to Op[Kernel] performed by method rasterOp2Kernel in geotrellis.raster.op.focal.Kernel.
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  25. def productIterator: Iterator[Any]

    Implicit information
    This member is added by an implicit conversion from KernelDensity[D] to Operation[KernelDensity[D]] performed by method implicitLiteral in geotrellis.Operation. This conversion will take place only if an implicit value of type Manifest[KernelDensity[D]] is in scope.
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  26. def productIterator: Iterator[Any]

    Implicit information
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  27. def productPrefix: String

    Implicit information
    This member is added by an implicit conversion from KernelDensity[D] to Operation[KernelDensity[D]] performed by method implicitLiteral in geotrellis.Operation. This conversion will take place only if an implicit value of type Manifest[KernelDensity[D]] is in scope.
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  28. def productPrefix: String

    Implicit information
    This member is added by an implicit conversion from KernelDensity[D] to Op[Kernel] performed by method rasterOp2Kernel in geotrellis.raster.op.focal.Kernel.
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  29. def run(context: Context): StepOutput[KernelDensity[D]]

    Execute this operation and return the result.

    Execute this operation and return the result.

    Implicit information
    This member is added by an implicit conversion from KernelDensity[D] to Operation[KernelDensity[D]] performed by method implicitLiteral in geotrellis.Operation. This conversion will take place only if an implicit value of type Manifest[KernelDensity[D]] is in scope.
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    Definition Classes
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  30. def run(context: Context): StepOutput[Kernel]

    Execute this operation and return the result.

    Execute this operation and return the result.

    Implicit information
    This member is added by an implicit conversion from KernelDensity[D] to Op[Kernel] performed by method rasterOp2Kernel in geotrellis.raster.op.focal.Kernel.
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  31. def runAsync(args: List[Any]): StepOutput[KernelDensity[D]]

    Implicit information
    This member is added by an implicit conversion from KernelDensity[D] to Operation[KernelDensity[D]] performed by method implicitLiteral in geotrellis.Operation. This conversion will take place only if an implicit value of type Manifest[KernelDensity[D]] is in scope.
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  32. def runAsync(args: List[Any]): StepOutput[Kernel]

    Implicit information
    This member is added by an implicit conversion from KernelDensity[D] to Op[Kernel] performed by method rasterOp2Kernel in geotrellis.raster.op.focal.Kernel.
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  33. val self: Any

    Implicit information
    This member is added by an implicit conversion from KernelDensity[D] to StringAdd performed by method any2stringadd in scala.Predef.
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  34. val self: Any

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    This member is added by an implicit conversion from KernelDensity[D] to StringFormat performed by method any2stringfmt in scala.Predef.
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  35. def withResult[U](f: (KernelDensity[D]) ⇒ Operation[U]): Operation[U]

    Create a new operation with a function that takes the result of this operation and returns a new operation.

    Create a new operation with a function that takes the result of this operation and returns a new operation.

    Same as flatMap.

    Implicit information
    This member is added by an implicit conversion from KernelDensity[D] to Operation[KernelDensity[D]] performed by method implicitLiteral in geotrellis.Operation. This conversion will take place only if an implicit value of type Manifest[KernelDensity[D]] is in scope.
    Shadowing
    This implicitly inherited member is shadowed by one or more members in this class.
    To access this member you can use a type ascription:
    (kernelDensity: Operation[KernelDensity[D]]).withResult(f)
    Definition Classes
    Operation
  36. def withResult[U](f: (Kernel) ⇒ Operation[U]): Operation[U]

    Create a new operation with a function that takes the result of this operation and returns a new operation.

    Create a new operation with a function that takes the result of this operation and returns a new operation.

    Same as flatMap.

    Implicit information
    This member is added by an implicit conversion from KernelDensity[D] to Op[Kernel] performed by method rasterOp2Kernel in geotrellis.raster.op.focal.Kernel.
    Shadowing
    This implicitly inherited member is shadowed by one or more members in this class.
    To access this member you can use a type ascription:
    (kernelDensity: Op[Kernel]).withResult(f)
    Definition Classes
    Operation

Deprecated Value Members

  1. def x: KernelDensity[D]

    Implicit information
    This member is added by an implicit conversion from KernelDensity[D] to ArrowAssoc[KernelDensity[D]] performed by method any2ArrowAssoc in scala.Predef.
    Shadowing
    This implicitly inherited member is ambiguous. One or more implicitly inherited members have similar signatures, so calling this member may produce an ambiguous implicit conversion compiler error.
    To access this member you can use a type ascription:
    (kernelDensity: ArrowAssoc[KernelDensity[D]]).x
    Definition Classes
    ArrowAssoc
    Annotations
    @deprecated
    Deprecated

    (Since version 2.10.0) Use leftOfArrow instead

  2. def x: KernelDensity[D]

    Implicit information
    This member is added by an implicit conversion from KernelDensity[D] to Ensuring[KernelDensity[D]] performed by method any2Ensuring in scala.Predef.
    Shadowing
    This implicitly inherited member is ambiguous. One or more implicitly inherited members have similar signatures, so calling this member may produce an ambiguous implicit conversion compiler error.
    To access this member you can use a type ascription:
    (kernelDensity: Ensuring[KernelDensity[D]]).x
    Definition Classes
    Ensuring
    Annotations
    @deprecated
    Deprecated

    (Since version 2.10.0) Use resultOfEnsuring instead

Inherited from Serializable

Inherited from Serializable

Inherited from Op4[Seq[Point[D]], (D) ⇒ Int, Kernel, RasterExtent, Raster]

Inherited from Operation[Raster]

Inherited from Product

Inherited from Equals

Inherited from AnyRef

Inherited from Any

Inherited by implicit conversion implicitLiteral from KernelDensity[D] to Operation[KernelDensity[D]]

Inherited by implicit conversion rasterOp2Kernel from KernelDensity[D] to Op[Kernel]

Inherited by implicit conversion any2stringadd from KernelDensity[D] to StringAdd

Inherited by implicit conversion any2stringfmt from KernelDensity[D] to StringFormat

Inherited by implicit conversion any2ArrowAssoc from KernelDensity[D] to ArrowAssoc[KernelDensity[D]]

Inherited by implicit conversion any2Ensuring from KernelDensity[D] to Ensuring[KernelDensity[D]]

Ungrouped