diff --git a/geomagio/adjusted/AdjustedMatrix.py b/geomagio/adjusted/AdjustedMatrix.py
index ea3f4cc929b723ebd620b7815192da0dd330d026..bd36001a1cb1e3abbb77165261593e09a9084a66 100644
--- a/geomagio/adjusted/AdjustedMatrix.py
+++ b/geomagio/adjusted/AdjustedMatrix.py
@@ -32,22 +32,50 @@ class AdjustedMatrix(BaseModel):
     def process(
         self,
         stream: Stream,
-        inchannels=["H", "E", "Z", "F"],
-        outchannels=["X", "Y", "Z", "F"],
+        inchannels=None,
+        outchannels=None,
     ):
-        """Apply matrix to raw data. Apply pier correction to F when necessary"""
+        """Apply matrix to raw data. Apply pier correction to F when necessary.
+
+        If inchannels is specified, look for inchannels in stream and fail if
+        all are not present. If outchannels is specified, return outchannels.
+        Both inchannels and outchannels must be consistent with self.matrix.
+
+        If inchannels is not specified, default to the first n-1 non-F channels
+        in stream, where n is the dimension of self.matrix. If outchannels is
+        not specified, outchannels will match inchannels.
+
+        NOTE: if non-F inchannels and outchannels are not compatible with
+              self.matrix, return NaNs for non-F outchannels
+        NOTE: if F is not in both inchannels and outchannels, return NaNs for F
+        """
+        inchannels = inchannels or [trace.stats.channel for trace in stream]
+        outchannels = outchannels or inchannels
+
+        # new in/outchannels without "F"
+        inchannels_noF = [c for c in inchannels if c != "F"]
+        outchannels_noF = [c for c in outchannels if c != "F"]
+
         raws = np.vstack(
-            [
-                stream.select(channel=channel)[0].data
-                for channel in inchannels
-                if channel != "F"
-            ]
+            [stream.select(channel=channel)[0].data for channel in inchannels_noF]
             + [np.ones_like(stream[0].data)]
         )
-        adjusted = self.matrix @ raws
+        if (
+            len(inchannels_noF) == len(outchannels_noF)
+            and len(inchannels_noF) == len(self.matrix) - 1
+        ):
+            # matrix multiplication
+            adjusted = self.matrix @ raws
+        else:
+            # return NaNs if non-F inchannels or outchannels are not
+            # compatible with self.matrix
+            adjusted = np.full((len(self.matrix), raws.shape[1]), np.nan)
         if "F" in inchannels and "F" in outchannels:
+            # return F only if specified in both inchannels and outchannels
             f = stream.select(channel="F")[0].data + self.pier_correction
             adjusted[-1] = f
+        else:
+            adjusted[-1] = np.nan
         return adjusted
 
     def get_metrics(self, readings: List[Reading]) -> List[Metric]:
diff --git a/geomagio/algorithm/AdjustedAlgorithm.py b/geomagio/algorithm/AdjustedAlgorithm.py
index 7b9f0a4d44a2ae2112841a31d3de0bfde50768b5..3e2d1c2c71a89c676153036125340a186f3b8361 100644
--- a/geomagio/algorithm/AdjustedAlgorithm.py
+++ b/geomagio/algorithm/AdjustedAlgorithm.py
@@ -23,8 +23,6 @@ class AdjustedAlgorithm(Algorithm):
         inchannels=None,
         outchannels=None,
     ):
-        inchannels = inchannels or ["H", "E", "Z", "F"]
-        outchannels = outchannels or ["X", "Y", "Z", "F"]
         Algorithm.__init__(
             self,
             inchannels=inchannels,
@@ -35,18 +33,20 @@ class AdjustedAlgorithm(Algorithm):
         self.statefile = statefile
         self.data_type = data_type
         self.location = location
-        # load matrix with statefile
-        if matrix is None:
+        # initialize state from statefile or inchannels;
+        # override both with matrix, and don't call load_state
+        if (statefile or inchannels) and (matrix is None):
             self.load_state()
 
     def load_state(self):
         """Load algorithm state from a file.
         File name is self.statefile.
         """
-        # Adjusted matrix defaults to identity matrix
-        matrix_size = len([c for c in self.get_input_channels() if c != "F"]) + 1
-        matrix = np.eye(matrix_size).tolist()
         if self.statefile is None:
+            # if no statefile provided, default to identity Adjusted matrix
+            # (requires input channels to be specified...is this desirable?)
+            matrix_size = len([c for c in self.get_input_channels() if c != "F"]) + 1
+            matrix = np.eye(matrix_size).tolist()
             self.matrix = AdjustedMatrix(matrix=matrix)
             return
         try:
@@ -59,6 +59,11 @@ class AdjustedAlgorithm(Algorithm):
             self.matrix = AdjustedMatrix(**data)
         elif "PC" in data:
             # read data from legacy format
+            matrix_size = int(
+                # assumes matrix is square
+                np.sqrt(len([k for k in data.keys() if k.startswith("M")]))
+            )
+            matrix = np.eye(matrix_size).tolist()
             for row in range(matrix_size):
                 for col in range(matrix_size):
                     matrix[row][col] = np.float64(data[f"M{row+1}{col+1}"])
@@ -122,27 +127,48 @@ class AdjustedAlgorithm(Algorithm):
         """
 
         out = None
-        inchannels = self.get_input_channels()
-        outchannels = self.get_output_channels()
+        inchannels = self.get_input_channels() or [
+            trace.stats.channel for trace in stream
+        ]
+        outchannels = self.get_output_channels() or inchannels
+
         adjusted = self.matrix.process(
             stream,
             inchannels=inchannels,
             outchannels=outchannels,
         )
-        out = Stream(
+
+        # if F in inchannels/outchannels is not in the last position,
+        # still return it as the last element the output Stream
+        inchannels_noF = [c for c in inchannels if c != "F"]
+        outchannels_noF = [c for c in outchannels if c != "F"]
+
+        out_noF = Stream(
             [
-                self.create_trace(
-                    outchannels[i],
-                    stream.select(channel=inchannels[i])[0].stats,
-                    adjusted[i],
+                (
+                    self.create_trace(
+                        outchannels_noF[i],
+                        (
+                            stream.select(channel=inchannels_noF[i])[0].stats
+                            if i < len(inchannels_noF)
+                            else stream.select(channel=inchannels_noF[-1])[0].stats
+                        ),
+                        adjusted[i],
+                    )
                 )
-                for i in range(len(outchannels))
+                for i in range(len(outchannels_noF))
             ]
         )
-        return out
+        out_F = Stream(
+            self.create_trace("F", stream.select(channel="F")[0].stats, adjusted[-1])
+            if stream.select(channel="F")
+            else []
+        )
+
+        return out_noF + out_F
 
     def can_produce_data(self, starttime, endtime, stream):
-        """Can Product data
+        """Can Produce data
         Parameters
         ----------
         starttime: UTCDateTime
@@ -155,27 +181,18 @@ class AdjustedAlgorithm(Algorithm):
 
         channels = self.get_input_channels()
 
-        # if F is available, can produce at least adjusted F
-        if "F" in channels and super().can_produce_data(
-            starttime, endtime, stream.select(channel="F")
-        ):
-            return True
-
-        # if E-E and E-N available
-        if (
-            "E-E" in channels
-            and "E-N" in channels
-            and super().can_produce_data(starttime, endtime, stream)
-        ):
-            return True
-
-        # check validity of remaining channels
         for c in channels:
+            # non-F channels require valid data for matrix transform
             if c != "F" and not (
                 super().can_produce_data(starttime, endtime, stream.select(channel=c))
             ):
                 return False
-
+        if "F" not in channels:
+            # only matrix transform desired if user didn't pass F
+            return True
+        elif super().can_produce_data(starttime, endtime, stream.select(channel="F")):
+            # F adjustment desired and possible; matrix transform possible
+            return True
         # return false if F or remaining channels cannot produce data
         return False
 
diff --git a/poetry.lock b/poetry.lock
index ab8bc41404066413157ceb35212cb7fa0790e781..3bbca02328177de71e76c5a6480ebcbf85b32475 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
 
 [[package]]
 name = "aiomysql"
@@ -80,13 +80,13 @@ trio = ["trio (<0.22)"]
 
 [[package]]
 name = "authlib"
-version = "1.3.1"
+version = "1.3.2"
 description = "The ultimate Python library in building OAuth and OpenID Connect servers and clients."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "Authlib-1.3.1-py2.py3-none-any.whl", hash = "sha256:d35800b973099bbadc49b42b256ecb80041ad56b7fe1216a362c7943c088f377"},
-    {file = "authlib-1.3.1.tar.gz", hash = "sha256:7ae843f03c06c5c0debd63c9db91f9fda64fa62a42a77419fa15fbb7e7a58917"},
+    {file = "Authlib-1.3.2-py2.py3-none-any.whl", hash = "sha256:ede026a95e9f5cdc2d4364a52103f5405e75aa156357e831ef2bfd0bc5094dfc"},
+    {file = "authlib-1.3.2.tar.gz", hash = "sha256:4b16130117f9eb82aa6eec97f6dd4673c3f960ac0283ccdae2897ee4bc030ba2"},
 ]
 
 [package.dependencies]
@@ -140,89 +140,89 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "certifi"
-version = "2024.7.4"
+version = "2024.8.30"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "certifi-2024.7.4-py3-none-any.whl", hash = "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"},
-    {file = "certifi-2024.7.4.tar.gz", hash = "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b"},
+    {file = "certifi-2024.8.30-py3-none-any.whl", hash = "sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8"},
+    {file = "certifi-2024.8.30.tar.gz", hash = "sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9"},
 ]
 
 [[package]]
 name = "cffi"
-version = "1.17.0"
+version = "1.17.1"
 description = "Foreign Function Interface for Python calling C code."
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
@@ -512,43 +512,38 @@ toml = ["tomli"]
 
 [[package]]
 name = "cryptography"
-version = "42.0.8"
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 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 optional = false
 python-versions = ">=3.7"
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 [package.dependencies]
@@ -561,7 +556,7 @@ nox = ["nox"]
 pep8test = ["check-sdist", "click", "mypy", "ruff"]
 sdist = ["build"]
 ssh = ["bcrypt (>=3.1.5)"]
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 test-randomorder = ["pytest-randomly"]
 
 [[package]]
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 ]
 
 [package.extras]
@@ -955,24 +958,24 @@ socks = ["socksio (==1.*)"]
 
 [[package]]
 name = "idna"
-version = "3.7"
+version = "3.8"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.6"
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 python-versions = ">=3.8"
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@@ -985,21 +988,25 @@ test = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "p
 
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 [package.extras]
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+test = ["jaraco.test (>=5.4)", "pytest (>=6,!=8.1.*)", "zipp (>=3.17)"]
+type = ["pytest-mypy"]
 
 [[package]]
 name = "iniconfig"
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@@ -2163,7 +2180,7 @@ files = [
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@@ -2243,19 +2260,23 @@ test = ["asv", "gmpy2", "mpmath", "pooch", "pytest", "pytest-cov", "pytest-timeo
 
 [[package]]
 name = "setuptools"
-version = "72.2.0"
+version = "74.1.2"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
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+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)", "ruff (>=0.5.2)"]
+core = ["importlib-metadata (>=6)", "importlib-resources (>=5.10.2)", "jaraco.text (>=3.7)", "more-itertools (>=8.8)", "packaging (>=24)", "platformdirs (>=2.6.2)", "tomli (>=2.0.1)", "wheel (>=0.43.0)"]
+cover = ["pytest-cov"]
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+enabler = ["pytest-enabler (>=2.2)"]
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+type = ["importlib-metadata (>=7.0.2)", "jaraco.develop (>=7.21)", "mypy (==1.11.*)", "pytest-mypy"]
 
 [[package]]
 name = "six"
@@ -2434,24 +2455,24 @@ test = ["black (>=22.3.0,<23.0.0)", "coverage (>=5.2,<6.0)", "isort (>=5.0.6,<6.
 
 [[package]]
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+version = "2.32.0.20240907"
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 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
@@ -2556,98 +2577,94 @@ test = ["Cython (>=0.29.36,<0.30.0)", "aiohttp (==3.9.0b0)", "aiohttp (>=3.8.1)"
 
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 [package.dependencies]
@@ -2655,99 +2672,117 @@ anyio = ">=3.0.0"
 
 [[package]]
 name = "websockets"
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 description = "An implementation of the WebSocket Protocol (RFC 6455 & 7692)"
 optional = false
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 ]
 
 [[package]]
 name = "zipp"
-version = "3.20.0"
+version = "3.20.1"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "zipp-3.20.0-py3-none-any.whl", hash = "sha256:58da6168be89f0be59beb194da1250516fdaa062ccebd30127ac65d30045e10d"},
-    {file = "zipp-3.20.0.tar.gz", hash = "sha256:0145e43d89664cfe1a2e533adc75adafed82fe2da404b4bbb6b026c0157bdb31"},
+    {file = "zipp-3.20.1-py3-none-any.whl", hash = "sha256:9960cd8967c8f85a56f920d5d507274e74f9ff813a0ab8889a5b5be2daf44064"},
+    {file = "zipp-3.20.1.tar.gz", hash = "sha256:c22b14cc4763c5a5b04134207736c107db42e9d3ef2d9779d465f5f1bcba572b"},
 ]
 
 [package.extras]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
+type = ["pytest-mypy"]
 
 [extras]
 pycurl = ["pycurl"]
@@ -2755,4 +2790,4 @@ pycurl = ["pycurl"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8,<3.12"
-content-hash = "4f8daa4392bacbf683ea682553df282c5e114e4b8e5573854807e16ad3587533"
+content-hash = "63576fb253b86647736b15fa93461ddbe7bc0ffd1f88cdb2fab537d008e31d8f"
diff --git a/pyproject.toml b/pyproject.toml
index 62dcb2695970c0153e7391ab8cc147c02952ee35..657a15260b8f853242599c10d6c45438bb7c17f0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -34,7 +34,7 @@ typer = "^0.6.1"
 # webservice
 alembic = "^1.8.1"
 Authlib = "^1.1.0"
-cryptography = "^42.0.0"
+cryptography = "^43.0.1"
 databases = {extras = ["mysql", "sqlite"], version = "^0.6.1"}
 fastapi = "^0.109.1"
 gunicorn = "^23.0.0"
diff --git a/test/algorithm_test/AdjustedAlgorithm_test.py b/test/algorithm_test/AdjustedAlgorithm_test.py
index 220d498c6f1bf6a65e59243523cd73789b6dc95e..38af1ffae35db7d9d8bc471f23873fd6465e4fc3 100644
--- a/test/algorithm_test/AdjustedAlgorithm_test.py
+++ b/test/algorithm_test/AdjustedAlgorithm_test.py
@@ -54,7 +54,9 @@ def test_process_XYZF_AdjustedMatrix():
                 [0, 0, 0, 1],
             ],
             pier_correction=-22,
-        )
+        ),
+        inchannels=["H", "E", "Z", "F"],
+        outchannels=["X", "Y", "Z", "F"],
     )
 
     # load boulder Jan 16 files from /etc/ directory
@@ -114,7 +116,11 @@ def test_process_XYZF_statefile():
     Uses statefile to generate AdjustedMatrix
     """
     # load adjusted data transform matrix and pier correction
-    a = AdjustedAlgorithm(statefile="etc/adjusted/adjbou_state_.json")
+    a = AdjustedAlgorithm(
+        statefile="etc/adjusted/adjbou_state_.json",
+        inchannels=["H", "E", "Z", "F"],
+        outchannels=["X", "Y", "Z", "F"],
+    )
 
     # load boulder Jan 16 files from /etc/ directory
     with open("etc/adjusted/BOU201601vmin.min") as f:
@@ -167,7 +173,7 @@ def test_process_no_statefile():
     Uses default AdjustedMatrix with identity transform
     """
     # initialize adjusted algorithm with no statefile
-    a = AdjustedAlgorithm()
+    a = AdjustedAlgorithm(inchannels=["H", "E", "Z", "F"])
     # load boulder Jan 16 files from /etc/ directory
     with open("etc/adjusted/BOU201601vmin.min") as f:
         raw = i2.IAGA2002Factory().parse_string(f.read())