diff --git a/pyproject.toml b/pyproject.toml
index 9f91171..a1b05c9 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -23,6 +23,7 @@ dependencies = [
     "numcodecs-wasm-round~=0.4.0",
     "numcodecs-wasm-sperr~=0.1.0",
     "numcodecs-wasm-stochastic-rounding~=0.1.1",
+    "numcodecs-wasm-swizzle-reshape~=0.3.0",
     "numcodecs-wasm-sz3~=0.6.0",
     "numcodecs-wasm-tthresh~=0.2.0",
     "numcodecs-wasm-zfp~=0.5.3",
diff --git a/src/climatebenchpress/compressor/compressors/__init__.py b/src/climatebenchpress/compressor/compressors/__init__.py
index b523c75..7ae1bda 100644
--- a/src/climatebenchpress/compressor/compressors/__init__.py
+++ b/src/climatebenchpress/compressor/compressors/__init__.py
@@ -2,6 +2,8 @@
     "BitRound",
     "BitRoundPco",
     "Jpeg2000",
+    "RP",
+    "RPDct",
     "Sperr",
     "StochRound",
     "StochRoundPco",
@@ -15,6 +17,8 @@
 from .bitround import BitRound
 from .bitround_pco import BitRoundPco
 from .jpeg2000 import Jpeg2000
+from .rp import RP
+from .rp_dct import RPDct
 from .sperr import Sperr
 from .stochround import StochRound
 from .stochround_pco import StochRoundPco
diff --git a/src/climatebenchpress/compressor/compressors/rp.py b/src/climatebenchpress/compressor/compressors/rp.py
new file mode 100644
index 0000000..dfa942b
--- /dev/null
+++ b/src/climatebenchpress/compressor/compressors/rp.py
@@ -0,0 +1,21 @@
+__all__ = ["RP"]
+
+import numcodecs_random_projection
+import numcodecs_wasm_swizzle_reshape
+from numcodecs_combinators.stack import CodecStack
+
+from .abc import Compressor
+
+
+class RP(Compressor):
+    name = "rp"
+    description = "Random Projection (Gaussian)"
+
+    @staticmethod
+    def abs_bound_codec(error_bound, **kwargs):
+        return CodecStack(
+            numcodecs_wasm_swizzle_reshape.SwizzleReshape(axes=[[0, 1, 2], [3, 4]]),
+            numcodecs_random_projection.RPCodec(
+                mae=error_bound, method="gaussian", seed=42, debug=True
+            ),
+        )
diff --git a/src/climatebenchpress/compressor/compressors/rp_dct.py b/src/climatebenchpress/compressor/compressors/rp_dct.py
new file mode 100644
index 0000000..9a8d771
--- /dev/null
+++ b/src/climatebenchpress/compressor/compressors/rp_dct.py
@@ -0,0 +1,21 @@
+__all__ = ["RPDct"]
+
+import numcodecs_random_projection
+import numcodecs_wasm_swizzle_reshape
+from numcodecs_combinators.stack import CodecStack
+
+from .abc import Compressor
+
+
+class RPDct(Compressor):
+    name = "rp-dct"
+    description = "Random Projection (DCT)"
+
+    @staticmethod
+    def abs_bound_codec(error_bound, **kwargs):
+        return CodecStack(
+            numcodecs_wasm_swizzle_reshape.SwizzleReshape(axes=[[0, 1, 2], [3, 4]]),
+            numcodecs_random_projection.RPCodec(
+                mae=error_bound, method="dct", seed=0, debug=True
+            ),
+        )