diff --git a/ci/environment-py36-numpy1.16.yml b/ci/environment-py36-numpy1.16.yml
index d6b8c9e..95ceeee 100644
--- a/ci/environment-py36-numpy1.16.yml
+++ b/ci/environment-py36-numpy1.16.yml
@@ -2,7 +2,12 @@ name: xhistogram_test_env
 dependencies:
   - python=3.6
   - xarray
-  - dask
+  # Dask 2021.3.0 introduced a regression which broke xhistogram.
+  # This regression should be fixed in the next Dask release and we
+  # should remove the dask version pinning below.
+  # see https://github.com/dask/dask/pull/7391
+  # and https://github.com/xgcm/xhistogram/issues/27
+  - dask!=2021.3.0
   - numpy==1.16
   - pytest
   - pip
diff --git a/ci/environment-py36-numpy1.17.yml b/ci/environment-py36-numpy1.17.yml
index 2da2522..7ca1ed7 100644
--- a/ci/environment-py36-numpy1.17.yml
+++ b/ci/environment-py36-numpy1.17.yml
@@ -4,7 +4,12 @@ channels:
 dependencies:
   - python=3.6
   - xarray
-  - dask
+  # Dask 2021.3.0 introduced a regression which broke xhistogram.
+  # This regression should be fixed in the next Dask release and we
+  # should remove the dask version pinning below.
+  # see https://github.com/dask/dask/pull/7391
+  # and https://github.com/xgcm/xhistogram/issues/27
+  - dask!=2021.3.0
   - numpy==1.17
   - pytest
   - pip
diff --git a/ci/environment-py36.yml b/ci/environment-py36.yml
index 46d6013..2f07ca6 100644
--- a/ci/environment-py36.yml
+++ b/ci/environment-py36.yml
@@ -2,7 +2,12 @@ name: xhistogram_test_env
 dependencies:
   - python=3.6
   - xarray
-  - dask
+  # Dask 2021.3.0 introduced a regression which broke xhistogram.
+  # This regression should be fixed in the next Dask release and we
+  # should remove the dask version pinning below.
+  # see https://github.com/dask/dask/pull/7391
+  # and https://github.com/xgcm/xhistogram/issues/27
+  - dask!=2021.3.0
   - numpy
   - pytest
   - pip
diff --git a/ci/environment-py37.yml b/ci/environment-py37.yml
index 00b3ea3..a9cc123 100644
--- a/ci/environment-py37.yml
+++ b/ci/environment-py37.yml
@@ -2,7 +2,12 @@ name: xhistogram_test_env
 dependencies:
   - python=3.7
   - xarray
-  - dask
+  # Dask 2021.3.0 introduced a regression which broke xhistogram.
+  # This regression should be fixed in the next Dask release and we
+  # should remove the dask version pinning below.
+  # see https://github.com/dask/dask/pull/7391
+  # and https://github.com/xgcm/xhistogram/issues/27
+  - dask!=2021.3.0
   - numpy
   - pytest
   - pip
diff --git a/ci/environment-py38.yml b/ci/environment-py38.yml
index 10bba0f..fc5d384 100644
--- a/ci/environment-py38.yml
+++ b/ci/environment-py38.yml
@@ -2,7 +2,12 @@ name: xhistogram_test_env
 dependencies:
   - python=3.8
   - xarray
-  - dask
+  # Dask 2021.3.0 introduced a regression which broke xhistogram.
+  # This regression should be fixed in the next Dask release and we
+  # should remove the dask version pinning below.
+  # see https://github.com/dask/dask/pull/7391
+  # and https://github.com/xgcm/xhistogram/issues/27
+  - dask!=2021.3.0
   - numpy
   - pytest
   - pip