diff --git a/pyproject.toml b/pyproject.toml
index 79a2f1d..6992b06 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -10,11 +10,13 @@ dependencies = [
     "numcodecs>=0.13.0,<0.16",
     "numcodecs-combinators[xarray]~=0.2.4",
     "numcodecs-observers~=0.1.1",
-    "numcodecs-wasm~=0.1.1",
+    "numcodecs-wasm~=0.1.3",
     "numcodecs-wasm-bit-round~=0.2.0",
+    "numcodecs-wasm-fixed-offset-scale~=0.2.1",
+    "numcodecs-wasm-jpeg2000~=0.1.1",
     "numcodecs-wasm-pco~=0.1.0",
     "numcodecs-wasm-round~=0.2.0",
-    "numcodecs-wasm-sz3~=0.4.0",
+    "numcodecs-wasm-sz3~=0.5.0",
     "numcodecs-wasm-tthresh~=0.1.0",
     "numcodecs-wasm-uniform-noise~=0.2.0",
     "numcodecs-wasm-zfp~=0.4.0",
diff --git a/src/climatebenchpress/compressor/compressors/__init__.py b/src/climatebenchpress/compressor/compressors/__init__.py
index 9ecd244..f3e899c 100644
--- a/src/climatebenchpress/compressor/compressors/__init__.py
+++ b/src/climatebenchpress/compressor/compressors/__init__.py
@@ -1,8 +1,9 @@
-__all__ = ["BitRound", "BitRoundPco", "StochRound", "Sz3", "Tthresh", "Zfp"]
+__all__ = ["BitRound", "BitRoundPco", "Jpeg2000", "StochRound", "Sz3", "Tthresh", "Zfp"]
 
 from . import abc as abc
 from .bitround import BitRound
 from .bitround_pco import BitRoundPco
+from .jpeg2000 import Jpeg2000
 from .stochround import StochRound
 from .sz3 import Sz3
 from .tthresh import Tthresh
diff --git a/src/climatebenchpress/compressor/compressors/jpeg2000.py b/src/climatebenchpress/compressor/compressors/jpeg2000.py
new file mode 100644
index 0000000..9e0e950
--- /dev/null
+++ b/src/climatebenchpress/compressor/compressors/jpeg2000.py
@@ -0,0 +1,33 @@
+__all__ = ["Jpeg2000"]
+
+import numcodecs.astype
+import numcodecs_wasm_fixed_offset_scale
+import numcodecs_wasm_jpeg2000
+import numcodecs_wasm_round
+from numcodecs.abc import Codec
+from numcodecs_combinators.stack import CodecStack
+
+from .abc import Compressor
+
+
+class Jpeg2000(Compressor):
+    name = "jpeg2000"
+    description = "JPEG 2000"
+
+    @staticmethod
+    def build() -> Codec:
+        precision = 0.01
+        rate = 10.0  # x10 factor compression
+
+        return CodecStack(
+            numcodecs_wasm_fixed_offset_scale.FixedOffsetScale(
+                offset=0,
+                scale=precision,
+            ),
+            numcodecs_wasm_round.Round(precision=1),
+            numcodecs.astype.AsType(
+                encode_dtype="int32",
+                decode_dtype="float32",
+            ),
+            numcodecs_wasm_jpeg2000.Jpeg2000(mode="rate", rate=rate),
+        )