diff --git a/CHANGELOG.rst b/CHANGELOG.rst
index 9ce8ae9cf..2e752ba33 100644
--- a/CHANGELOG.rst
+++ b/CHANGELOG.rst
@@ -20,8 +20,8 @@ Bug fixes
 Internal changes
 ^^^^^^^^^^^^^^^^
 * Changed french translations with word "pluvieux" to "avec précipitations". (:issue:`1960`, :pull:`1994`).
-* Using different time for `ref` and `hist` is now explicitly forbidden in many bias adjustment methods (e.g. `EmpiricalQuantileMapping`). Methods that combine `ref,hist,sim` in a same `map_groups` also require the time arrays to be equal in size. (:issue:`1903`, :pull:`1995`)
-* Nans in `OTC` and `dOTC` are only dropped and put back in place at the lowest level so that the size of time array never changes on xarray levels. (:pull:`1995`)
+* Using different time for `ref` and `hist` is now explicitly forbidden in many bias adjustment methods (e.g. `EmpiricalQuantileMapping`). Methods that combine `ref,hist,sim` in a same `map_groups` also require the time arrays to be equal in size. (:issue:`1903`, :pull:`1995`, :pull:`2013`)
+* Nans in `OTC` and `dOTC` are only dropped and put back in place at the lowest level so that the size of time array never changes on xarray levels. (:pull:`1995`, :pull:`2013`)
 * `streamflow` entry replaced with `q` in ``variables.yml``.  (:issue:`1912`, :pull:`1996`)
 * In order to address 403 (forbidden) request errors when retrieving data from GitHub via ReadTheDocs, the ``nimbus`` class has been modified to use an overloaded `fetch` method that appends a User-Agent header to the request. (:pull:`2001`).
 * Addressed a very rare race condition that can happen if `pytest` is tearing down the test environment when running across multiple workers. (:pull:`1863`).
diff --git a/tests/test_sdba/test_adjustment.py b/tests/test_sdba/test_adjustment.py
index efc024de2..f1670e613 100644
--- a/tests/test_sdba/test_adjustment.py
+++ b/tests/test_sdba/test_adjustment.py
@@ -616,6 +616,19 @@ def test_add_dims(self, use_dask, open_dataset):
             scen2 = EQM2.adjust(sim).load()
             assert scen2.sel(location=["Kugluktuk", "Vancouver"]).isnull().all()
 
+    def test_different_times_training(self, series, random):
+        n = 10
+        u = random.random(n)
+        ref = series(u, "tas", start="2000-01-01")
+        u2 = random.random(n)
+        hist = series(u2, "tas", start="2000-01-01")
+        hist_fut = series(u2, "tas", start="2001-01-01")
+        ds = EmpiricalQuantileMapping.train(ref, hist).ds
+        EmpiricalQuantileMapping._allow_diff_training_times = True
+        ds_fut = EmpiricalQuantileMapping.train(ref, hist_fut).ds
+        EmpiricalQuantileMapping._allow_diff_training_times = False
+        assert (ds.af == ds_fut.af).all()
+
 
 @pytest.mark.slow
 class TestMBCn: