diff --git a/.circleci/config.yml b/.circleci/config.yml
index aef8f7d7..d52b8430 100644
--- a/.circleci/config.yml
+++ b/.circleci/config.yml
@@ -217,7 +217,7 @@ workflows:
           matrix:
             parameters:
               crate-version: ["4.6.7", "4.2.7"]
-              timescale-version: ["2.3.0-pg13", "1.7.5-pg12"]
+              timescale-version: ["pg16.4-ts2.16.1-oss", "pg15.8-ts2.16.1-oss","pg14.13-ts2.16.1-oss", "pg13.16-ts2.15.3-oss", "pg12.20-ts2.11.2-oss"]
       - test_reporter:
           requires:
             - build
diff --git a/README.md b/README.md
index 1c85067e..6d5076b8 100644
--- a/README.md
+++ b/README.md
@@ -71,8 +71,8 @@ backends. The following versions are currently covered in tests
 (see [.circleci/config.yml](https://github.com/orchestracities/ngsi-timeseries-api/blob/master/.circleci/config.yml#L204)):
 
 - Crate backend: Crate DB version `4.2.7` up to `4.6.7`
-- Timescale backend: Postgres version `12` up to `13` +
-  Timescale extension `1.7.5` up to `2.3.0` + Postgis extension `2.5.*`.
+- Timescale backend: Postgres version `12` up to `16` +
+  Timescale extension `2.11.2` up to `2.16.1` + Postgis extension `3.*`.
 
 As regards caching feature, QuantumLeap has been tested with Redis `4.*` up
 to `6.2.3`.
diff --git a/RELEASE_NOTES.md b/RELEASE_NOTES.md
index 42800a70..12d1947a 100644
--- a/RELEASE_NOTES.md
+++ b/RELEASE_NOTES.md
@@ -44,6 +44,8 @@ respectively for the query result as in e.g.
 ### Continuous Integration
 
 - Fix for CircleCI image deprecation (#753)
+- Change deprecated `timescaledb-postgis` image to `timescaledb-ha`
+- Include test coverage for PostgreSQL 14, 15 and 16
 
 ### Documentation
 
diff --git a/deps.env b/deps.env
index 55151e8c..293765b1 100644
--- a/deps.env
+++ b/deps.env
@@ -3,7 +3,7 @@
 export MONGO_VERSION=4.4
 export ORION_VERSION=3.3.1
 export CRATE_VERSION=4.6.7
-export TIMESCALE_VERSION=2.3.0-pg13
+export TIMESCALE_VERSION=pg13.16-ts2.15.3-oss
 
 export REDIS_VERSION=6.2.3
 
diff --git a/docker/docker-compose-common.yml b/docker/docker-compose-common.yml
index e903e253..e5cd881f 100644
--- a/docker/docker-compose-common.yml
+++ b/docker/docker-compose-common.yml
@@ -50,7 +50,7 @@ services:
     - "8081:8081"
 
   timescale:
-    image: timescale/timescaledb-postgis:${TIMESCALE_VERSION:-2.3.0-pg13}
+    image: timescale/timescaledb-ha:${TIMESCALE_VERSION:-pg13.16-ts2.15.3-oss}
     ports:
       - "5432:5432"
       # Don't expose container port 5432 with the same number outside of the
diff --git a/src/reporter/tests/docker-compose.yml b/src/reporter/tests/docker-compose.yml
index fbd8f50b..5d8b1b28 100644
--- a/src/reporter/tests/docker-compose.yml
+++ b/src/reporter/tests/docker-compose.yml
@@ -3,7 +3,7 @@ version: '3'
 services:
 
   timescale:
-    image: timescale/timescaledb-postgis:${TIMESCALE_VERSION}
+    image: timescale/timescaledb-ha:${TIMESCALE_VERSION}
     ports:
       - "5432:5432"
     networks:
diff --git a/src/tests/benchmark/docker-compose.yml b/src/tests/benchmark/docker-compose.yml
index 4ddea312..dd6e0654 100644
--- a/src/tests/benchmark/docker-compose.yml
+++ b/src/tests/benchmark/docker-compose.yml
@@ -18,7 +18,7 @@ services:
   #     - "4300:4300"
 
   timescale:
-    image: timescale/timescaledb-postgis:${TIMESCALE_VERSION}
+    image: timescale/timescaledb-ha:${TIMESCALE_VERSION}
     ports:
       - "5432:5432"
     environment:
diff --git a/src/tests/docker-compose-bc.yml b/src/tests/docker-compose-bc.yml
index bcfb0038..5edc18fa 100644
--- a/src/tests/docker-compose-bc.yml
+++ b/src/tests/docker-compose-bc.yml
@@ -40,7 +40,7 @@ services:
       - LOGLEVEL=INFO
 
   timescale:
-    image: timescale/timescaledb-postgis:${TIMESCALE_VERSION}
+    image: timescale/timescaledb-ha:${TIMESCALE_VERSION}
     ports:
       - "5432:5432"
       # Don't expose container port 5432 with the same number outside of the
diff --git a/src/tests/docker-compose.yml b/src/tests/docker-compose.yml
index d1afda20..c6fd7ce9 100644
--- a/src/tests/docker-compose.yml
+++ b/src/tests/docker-compose.yml
@@ -39,7 +39,7 @@ services:
       - LOGLEVEL=INFO
 
   timescale:
-    image: timescale/timescaledb-postgis:${TIMESCALE_VERSION}
+    image: timescale/timescaledb-ha:${TIMESCALE_VERSION}
     ports:
       - "5432:5432"
       # Don't expose container port 5432 with the same number outside of the
diff --git a/src/wq/tests/benchmark/docker-compose.yml b/src/wq/tests/benchmark/docker-compose.yml
index a7a79900..746d2c77 100644
--- a/src/wq/tests/benchmark/docker-compose.yml
+++ b/src/wq/tests/benchmark/docker-compose.yml
@@ -18,7 +18,7 @@ services:
 #      - "4300:4300"
 
   timescale:
-    image: timescale/timescaledb-postgis:${TIMESCALE_VERSION}
+    image: timescale/timescaledb-ha:${TIMESCALE_VERSION}
     ports:
       - "5432:5432"
     environment:
diff --git a/src/wq/tests/docker-compose.deployment-example.yml b/src/wq/tests/docker-compose.deployment-example.yml
index a02bca85..c90637e0 100644
--- a/src/wq/tests/docker-compose.deployment-example.yml
+++ b/src/wq/tests/docker-compose.deployment-example.yml
@@ -31,7 +31,7 @@ services:
       - RQ_MONITOR_REDIS_URL=redis://redis:6379
 
   timescale:
-    image: timescale/timescaledb-postgis:${TIMESCALE_VERSION}
+    image: timescale/timescaledb-ha:${TIMESCALE_VERSION}
     ports:
       - "5432:5432"
     networks:
diff --git a/src/wq/tests/docker-compose.yml b/src/wq/tests/docker-compose.yml
index ec8477f2..3c6faa3a 100644
--- a/src/wq/tests/docker-compose.yml
+++ b/src/wq/tests/docker-compose.yml
@@ -10,7 +10,7 @@ services:
       - wqtests
 
   timescale:
-    image: timescale/timescaledb-postgis:${TIMESCALE_VERSION}
+    image: timescale/timescaledb-ha:${TIMESCALE_VERSION}
     ports:
       - "5432:5432"
     networks:
diff --git a/timescale-container/test/docker-compose.yml b/timescale-container/test/docker-compose.yml
index 1f8c6a3f..c81dc386 100644
--- a/timescale-container/test/docker-compose.yml
+++ b/timescale-container/test/docker-compose.yml
@@ -3,7 +3,7 @@ version: '3'
 services:
 
   timescale:
-    image: timescale/timescaledb-postgis:${TIMESCALE_VERSION}
+    image: timescale/timescaledb-ha:${TIMESCALE_VERSION}
     ports:
       - "5432:5432"
     networks:
diff --git a/timescale-container/test/ql-db-setup.sh b/timescale-container/test/ql-db-setup.sh
index 5987f776..76426d8c 100755
--- a/timescale-container/test/ql-db-setup.sh
+++ b/timescale-container/test/ql-db-setup.sh
@@ -2,7 +2,7 @@
 
 set -e
 
-DOCKER_IMG=timescale/timescaledb-postgis:${TIMESCALE_VERSION}
+DOCKER_IMG=timescale/timescaledb-ha:${TIMESCALE_VERSION}
 PORT=5432
 PASS=abc123
 DATA=ql-db-init/mtutenant.etdevice.csv