diff --git a/README.md b/README.md
index 4607d2e..acd65d4 100644
--- a/README.md
+++ b/README.md
@@ -13,7 +13,7 @@ pip install -r requirements.txt
 
 ## Configuration
 
-Copy the env-dist file to .env and set your legacy SatNOGS Network credentials.
+Copy the env-dist file to .env and set your SatNOGS Network API token.
 
 ## Test run
 
diff --git a/env-dist b/env-dist
index 1cc532e..26ed44e 100644
--- a/env-dist
+++ b/env-dist
@@ -1,5 +1,4 @@
 # Copy this file to .env and complete the information needed
 
-# Username and password to SatNOGS Network using the old authentication system
-NETWORK_USERNAME = ''
-NETWORK_PASSWORD = ''
+# Your SatNOGS network API token
+NETWORK_API_TOKEN = ''
diff --git a/satnogs_client.py b/satnogs_client.py
index 761892c..06f4d09 100644
--- a/satnogs_client.py
+++ b/satnogs_client.py
@@ -145,19 +145,20 @@ def get_groundstation_info(ground_station_id, allow_testing):
         return {}
 
 
-def schedule_observation(session, norad_cat_id, uuid, ground_station_id, starttime, endtime):
-
-    obsURL = '{}/observations/new/'.format(settings.NETWORK_BASE_URL)  # Observation URL
-    # Get the observation/new/ page to get the CSFR token
-    obs = session.get(obsURL)
-    obs_html = lxml.html.fromstring(obs.text)
-    hidden_inputs = obs_html.xpath(r'//form//input[@type="hidden"]')
-    form = {x.attrib["name"]: x.attrib["value"] for x in hidden_inputs}
-    form["obs-0-transmitter_uuid"] = uuid
-    form["obs-0-start"] = starttime
-    form["obs-0-end"] = endtime
-    form["obs-0-ground_station"] = ground_station_id
-    form["obs-TOTAL_FORMS"] = str(1)
-    form["obs-INITIAL_FORMS"] = str(0)
-    session.post(obsURL, data=form, headers={'referer': obsURL})
-    logging.debug("Scheduled!")
+def schedule_observation(uuid,
+                         ground_station_id,
+                         starttime,
+                         endtime):
+    observation = [{'ground_station': ground_station_id,
+                    'transmitter_uuid': uuid,
+                    'start': starttime,
+                    'end': endtime}]
+    try:
+        r = requests.post('{}/api/observations/'.format(settings.NETWORK_BASE_URL),
+                          json=observation,
+                          headers={'Authorization': 'Token {}'.format(settings.NETWORK_API_TOKEN)})
+        r.raise_for_status()
+        logging.debug("Scheduled!")
+    except requests.HTTPError:
+        err = r.json()
+        logging.info("Failed to schedule pass: {}".format(err))
diff --git a/schedule_single_station.py b/schedule_single_station.py
index e054052..b7d9dd5 100755
--- a/schedule_single_station.py
+++ b/schedule_single_station.py
@@ -1,6 +1,5 @@
 #!/usr/bin/env python
 from __future__ import division
-import requests
 import ephem
 from datetime import datetime, timedelta
 import os
@@ -271,28 +270,6 @@ def main():
 
     # Login and schedule passes
     if schedule and schedule_needed:
-        loginUrl = '{}/accounts/login/'.format(settings.NETWORK_BASE_URL)  # login URL
-        session = requests.session()
-        login = session.get(loginUrl)  # Get login page for CSFR token
-        login_html = lxml.html.fromstring(login.text)
-        login_hidden_inputs = login_html.xpath(r'//form//input[@type="hidden"]')  # Get CSFR token
-        form = {x.attrib["name"]: x.attrib["value"] for x in login_hidden_inputs}
-        form["login"] = settings.NETWORK_USERNAME
-        form["password"] = settings.NETWORK_PASSWORD
-
-        # Login
-        result = session.post(loginUrl,
-                              data=form,
-                              headers={
-                                  'referer': loginUrl,
-                                  'user-agent': 'satnogs-auto-scheduler/0.0.1'
-                              })
-        if result.url.endswith("/accounts/login/"):
-            logging.info("Authentication failed")
-            sys.exit(-1)
-        else:
-            logging.info("Authentication successful")
-
         # Sort passes
         scheduledpasses_sorted = sorted(scheduledpasses, key=lambda satpass: satpass['tr'])
 
@@ -303,10 +280,10 @@ def main():
                               (int(satpass['id']), satpass['tr'].strftime("%Y-%m-%dT%H:%M:%S"),
                                satpass['ts'].strftime("%Y-%m-%dT%H:%M:%S"), float(satpass['altt']),
                                satpass['priority'], satpass['uuid'], satpass['name'].rstrip()))
-                schedule_observation(session, int(satpass['id']), satpass['uuid'],
+                schedule_observation(satpass['uuid'],
                                      ground_station_id,
-                                     satpass['tr'].strftime("%Y-%m-%d %H:%M:%S") + ".000",
-                                     satpass['ts'].strftime("%Y-%m-%d %H:%M:%S") + ".000")
+                                     satpass['tr'].strftime("%Y-%m-%d %H:%M:%S"),
+                                     satpass['ts'].strftime("%Y-%m-%d %H:%M:%S"))
 
         logging.info("All passes are scheduled. Exiting!")
 
diff --git a/settings.py b/settings.py
index fb68013..dc92d60 100644
--- a/settings.py
+++ b/settings.py
@@ -9,5 +9,4 @@ MAX_NORAD_CAT_ID = config('MAX_NORAD_CAT_ID', default=90000)
 MIN_PASS_DURATION = config('MIN_PASS_DURATION', default=2)  # In minutes
 
 # Credentials
-NETWORK_USERNAME = config('NETWORK_USERNAME', default='')
-NETWORK_PASSWORD = config('NETWORK_PASSWORD', default='')
+NETWORK_API_TOKEN = config('NETWORK_API_TOKEN', default='')